Skip to content
Snippets Groups Projects
Commit 6c947e57 authored by Picon Ruiz, Artzai's avatar Picon Ruiz, Artzai
Browse files

fucking notebooks included

parent a48ab5b6
Branches
No related tags found
No related merge requests found
Show whitespace changes
Inline Side-by-side
house_prices_estimation_example_image.py
+ 2
− 2
View file @ 6c947e57
......@@ -133,8 +133,8 @@ if __name__ == "__main__":
(trainX_data,trainX_img, trainY, testX_data,testX_img,testY), normalizer = load_house_dataset_data(test_size=0.2,random_state=666,type=DatasetType.Both)
trainX = trainX_img['frontal_img']
testX = testX_img['frontal_img']
trainX = trainX_img['bathroom_img']
testX = testX_img['bathroom_img']
input_shape = trainX.shape[1]
if pre_train_with_cifar100:
......
tutorial_regression_data.ipynb 0 → 100644
+ 1590
− 0
View file @ 6c947e57
Source diff could not be displayed: it is too large. Options to address this: view the blob.
tutorial_regression_data_image.ipynb 0 → 100644
+ 1650
− 0
View file @ 6c947e57
Source diff could not be displayed: it is too large. Options to address this: view the blob.
tutorial_regression_image_finetune.ipynb 0 → 100644
+ 460
− 0
View file @ 6c947e57
%% Cell type:code id: tags:
``` python
#pip install tensorflow==2.0.0-rc0
!pip install tensorflow-gpu==2.0.0-rc0
#!sh download_dataset.sh#%% md
# Test regression model
```
%% Output
Requirement already satisfied: tensorflow-gpu==2.0.0-rc0 in c:\progtools\anaconda3\lib\site-packages (2.0.0rc0)\nRequirement already satisfied: google-pasta>=0.1.6 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (0.1.7)\nRequirement already satisfied: protobuf>=3.6.1 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (3.9.0)\nRequirement already satisfied: keras-applications>=1.0.8 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (1.0.8)\nRequirement already satisfied: termcolor>=1.1.0 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (1.1.0)\nRequirement already satisfied: numpy<2.0,>=1.16.0 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (1.17.0)\nRequirement already satisfied: astor>=0.6.0 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (0.8.0)\nRequirement already satisfied: keras-preprocessing>=1.0.5 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (1.1.0)\nRequirement already satisfied: tf-estimator-nightly<1.14.0.dev2019080602,>=1.14.0.dev2019080601 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (1.14.0.dev2019080601)\nRequirement already satisfied: grpcio>=1.8.6 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (1.22.0)\nRequirement already satisfied: opt-einsum>=2.3.2 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (3.0.1)\nRequirement already satisfied: wrapt>=1.11.1 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (1.11.2)\nRequirement already satisfied: six>=1.10.0 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (1.12.0)\nRequirement already satisfied: absl-py>=0.7.0 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (0.7.1)\nRequirement already satisfied: tb-nightly<1.15.0a20190807,>=1.15.0a20190806 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (1.15.0a20190806)\nRequirement already satisfied: gast>=0.2.0 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (0.2.2)\nRequirement already satisfied: wheel>=0.26 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (0.33.4)\nRequirement already satisfied: setuptools in c:\progtools\anaconda3\lib\site-packages (from protobuf>=3.6.1->tensorflow-gpu==2.0.0-rc0) (41.0.1)\nRequirement already satisfied: h5py in c:\progtools\anaconda3\lib\site-packages (from keras-applications>=1.0.8->tensorflow-gpu==2.0.0-rc0) (2.9.0)\nRequirement already satisfied: markdown>=2.6.8 in c:\progtools\anaconda3\lib\site-packages (from tb-nightly<1.15.0a20190807,>=1.15.0a20190806->tensorflow-gpu==2.0.0-rc0) (3.1.1)\nRequirement already satisfied: werkzeug>=0.11.15 in c:\progtools\anaconda3\lib\site-packages (from tb-nightly<1.15.0a20190807,>=1.15.0a20190806->tensorflow-gpu==2.0.0-rc0) (0.15.5)
%% Cell type:code id: tags:
``` python
from house_prices_estimation_example_image import *
```
%% Cell type:code id: tags:
``` python
(trainX_data,trainX_img, trainY, testX_data,testX_img,testY), normalizer = load_house_dataset_data(test_size=0.2,random_state=666,type=DatasetType.Both)
trainX = trainX_img['bathroom_img']
testX = testX_img['bathroom_img']
input_shape = trainX.shape[1]
final_model_weight = 'regression_model_image_from_scratch.h5'
weights = ''
```
%% Output
Loading ./HousesDataset/Houses Dataset/471_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/332_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/98_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/397_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/491_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/477_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/86_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/369_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/395_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/208_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/241_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/310_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/319_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/292_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/276_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/339_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/331_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/112_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/410_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/460_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/454_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/494_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/501_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/473_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/375_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/186_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/452_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/89_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/176_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/177_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/33_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/392_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/415_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/479_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/418_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/456_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/293_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/414_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/328_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/383_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/373_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/430_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/113_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/455_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/500_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/469_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/301_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/207_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/483_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/358_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/92_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/90_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/399_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/381_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/127_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/215_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/324_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/198_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/232_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/428_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/200_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/498_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/490_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/203_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/303_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/84_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/385_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/445_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/376_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/338_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/240_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/459_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/382_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/315_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/209_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/348_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/482_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/448_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/259_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/212_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/282_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/142_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/302_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/248_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/182_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/465_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/342_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/233_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/407_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/472_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/147_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/434_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/443_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/234_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/363_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/268_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/457_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/82_bathroom.jpg
\nLoading ./HousesDataset/Houses Dataset/440_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/231_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/402_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/306_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/289_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/394_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/442_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/103_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/325_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/396_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/329_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/179_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/270_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/83_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/296_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/129_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/243_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/185_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/100_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/97_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/148_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/408_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/313_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/239_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/422_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/133_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/344_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/109_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/450_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/132_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/196_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/367_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/275_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/466_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/377_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/423_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/320_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/244_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/343_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/192_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/481_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/326_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/178_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/337_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/391_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/441_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/312_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/190_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/333_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/439_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/346_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/386_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/405_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/228_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/201_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/351_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/183_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/409_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/136_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/330_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/204_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/108_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/384_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/451_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/412_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/137_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/416_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/280_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/106_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/389_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/249_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/393_bathroom.jpg
\nLoading ./HousesDataset/Houses Dataset/300_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/453_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/96_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/387_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/436_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/193_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/128_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/189_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/361_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/401_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/495_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/245_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/350_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/502_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/489_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/184_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/266_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/278_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/390_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/114_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/105_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/110_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/287_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/403_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/195_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/88_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/237_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/432_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/340_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/496_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/446_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/364_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/126_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/345_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/288_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/91_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/475_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/104_bathroom.jpg
\nLoading ./HousesDataset/Houses Dataset/334_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/431_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/141_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/485_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/417_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/388_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/360_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/424_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/273_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/194_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/210_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/420_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/398_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/476_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/311_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/290_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/355_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/230_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/294_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/493_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/199_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/211_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/503_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/134_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/188_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/499_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/87_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/309_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/146_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/191_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/298_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/464_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/480_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/467_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/197_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/433_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/362_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/40_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/486_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/250_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/437_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/213_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/285_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/426_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/335_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/304_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/444_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/214_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/131_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/404_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/425_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/94_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/318_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/246_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/317_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/307_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/235_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/435_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/291_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/102_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/281_bathroom.jpg
\nLoading ./HousesDataset/Houses Dataset/419_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/468_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/284_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/347_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/353_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/180_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/438_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/135_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/174_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/368_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/413_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/299_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/366_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/149_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/140_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/365_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/202_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/181_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/461_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/379_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/471_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/332_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/98_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/397_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/491_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/477_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/86_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/369_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/395_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/208_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/241_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/310_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/319_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/292_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/276_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/339_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/331_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/112_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/410_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/460_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/454_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/494_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/501_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/473_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/375_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/186_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/452_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/89_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/176_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/177_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/33_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/392_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/415_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/479_bedroom.jpg
\nLoading ./HousesDataset/Houses Dataset/418_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/456_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/293_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/414_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/328_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/383_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/373_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/430_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/113_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/455_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/500_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/469_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/301_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/207_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/483_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/358_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/92_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/90_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/399_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/381_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/127_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/215_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/324_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/198_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/232_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/428_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/200_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/498_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/490_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/203_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/303_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/84_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/385_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/445_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/376_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/338_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/240_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/459_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/382_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/315_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/209_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/348_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/482_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/448_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/259_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/212_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/282_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/142_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/302_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/248_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/182_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/465_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/342_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/233_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/407_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/472_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/147_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/434_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/443_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/234_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/363_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/268_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/457_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/82_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/440_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/231_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/402_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/306_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/289_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/394_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/442_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/103_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/325_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/396_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/329_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/179_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/270_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/83_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/296_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/129_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/243_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/185_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/100_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/97_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/148_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/408_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/313_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/239_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/422_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/133_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/344_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/109_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/450_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/132_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/196_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/367_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/275_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/466_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/377_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/423_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/320_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/244_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/343_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/192_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/481_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/326_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/178_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/337_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/391_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/441_bedroom.jpg
\nLoading ./HousesDataset/Houses Dataset/312_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/190_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/333_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/439_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/346_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/386_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/405_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/228_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/201_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/351_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/183_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/409_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/136_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/330_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/204_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/108_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/384_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/451_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/412_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/137_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/416_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/280_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/106_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/389_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/249_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/393_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/300_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/453_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/96_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/387_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/436_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/193_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/128_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/189_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/361_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/401_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/495_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/245_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/350_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/502_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/489_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/184_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/266_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/278_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/390_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/114_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/105_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/110_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/287_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/403_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/195_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/88_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/237_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/432_bedroom.jpg
\nLoading ./HousesDataset/Houses Dataset/340_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/496_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/446_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/364_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/126_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/345_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/288_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/91_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/475_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/104_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/334_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/431_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/141_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/485_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/417_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/388_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/360_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/424_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/273_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/194_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/210_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/420_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/398_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/476_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/311_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/290_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/355_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/230_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/294_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/493_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/199_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/211_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/503_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/134_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/188_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/499_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/87_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/309_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/146_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/191_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/298_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/464_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/480_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/467_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/197_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/433_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/362_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/40_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/486_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/250_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/437_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/213_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/285_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/426_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/335_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/304_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/444_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/214_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/131_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/404_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/425_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/94_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/318_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/246_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/317_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/307_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/235_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/435_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/291_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/102_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/281_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/419_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/468_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/284_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/347_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/353_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/180_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/438_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/135_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/174_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/368_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/413_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/299_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/366_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/149_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/140_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/365_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/202_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/181_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/461_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/379_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/471_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/332_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/98_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/397_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/491_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/477_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/86_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/369_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/395_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/208_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/241_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/310_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/319_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/292_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/276_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/339_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/331_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/112_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/410_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/460_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/454_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/494_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/501_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/473_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/375_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/186_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/452_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/89_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/176_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/177_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/33_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/392_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/415_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/479_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/418_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/456_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/293_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/414_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/328_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/383_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/373_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/430_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/113_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/455_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/500_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/469_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/301_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/207_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/483_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/358_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/92_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/90_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/399_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/381_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/127_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/215_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/324_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/198_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/232_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/428_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/200_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/498_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/490_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/203_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/303_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/84_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/385_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/445_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/376_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/338_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/240_kitchen.jpg
\nLoading ./HousesDataset/Houses Dataset/459_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/382_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/315_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/209_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/348_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/482_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/448_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/259_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/212_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/282_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/142_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/302_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/248_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/182_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/465_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/342_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/233_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/407_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/472_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/147_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/434_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/443_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/234_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/363_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/268_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/457_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/82_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/440_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/231_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/402_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/306_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/289_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/394_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/442_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/103_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/325_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/396_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/329_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/179_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/270_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/83_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/296_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/129_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/243_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/185_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/100_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/97_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/148_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/408_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/313_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/239_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/422_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/133_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/344_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/109_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/450_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/132_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/196_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/367_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/275_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/466_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/377_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/423_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/320_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/244_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/343_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/192_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/481_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/326_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/178_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/337_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/391_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/441_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/312_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/190_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/333_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/439_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/346_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/386_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/405_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/228_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/201_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/351_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/183_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/409_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/136_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/330_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/204_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/108_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/384_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/451_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/412_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/137_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/416_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/280_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/106_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/389_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/249_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/393_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/300_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/453_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/96_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/387_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/436_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/193_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/128_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/189_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/361_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/401_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/495_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/245_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/350_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/502_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/489_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/184_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/266_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/278_kitchen.jpg
\nLoading ./HousesDataset/Houses Dataset/390_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/114_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/105_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/110_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/287_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/403_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/195_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/88_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/237_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/432_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/340_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/496_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/446_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/364_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/126_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/345_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/288_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/91_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/475_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/104_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/334_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/431_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/141_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/485_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/417_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/388_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/360_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/424_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/273_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/194_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/210_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/420_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/398_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/476_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/311_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/290_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/355_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/230_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/294_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/493_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/199_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/211_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/503_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/134_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/188_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/499_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/87_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/309_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/146_kitchen.jpg
\nLoading ./HousesDataset/Houses Dataset/191_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/298_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/464_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/480_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/467_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/197_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/433_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/362_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/40_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/486_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/250_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/437_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/213_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/285_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/426_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/335_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/304_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/444_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/214_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/131_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/404_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/425_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/94_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/318_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/246_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/317_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/307_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/235_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/435_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/291_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/102_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/281_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/419_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/468_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/284_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/347_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/353_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/180_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/438_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/135_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/174_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/368_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/413_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/299_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/366_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/149_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/140_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/365_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/202_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/181_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/461_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/379_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/471_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/332_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/98_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/397_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/491_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/477_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/86_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/369_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/395_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/208_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/241_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/310_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/319_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/292_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/276_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/339_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/331_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/112_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/410_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/460_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/454_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/494_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/501_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/473_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/375_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/186_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/452_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/89_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/176_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/177_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/33_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/392_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/415_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/479_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/418_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/456_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/293_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/414_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/328_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/383_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/373_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/430_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/113_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/455_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/500_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/469_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/301_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/207_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/483_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/358_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/92_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/90_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/399_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/381_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/127_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/215_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/324_frontal.jpg
Loading ./HousesDataset/Houses Dataset/198_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/232_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/428_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/200_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/498_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/490_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/203_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/303_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/84_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/385_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/445_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/376_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/338_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/240_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/459_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/382_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/315_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/209_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/348_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/482_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/448_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/259_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/212_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/282_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/142_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/302_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/248_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/182_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/465_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/342_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/233_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/407_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/472_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/147_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/434_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/443_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/234_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/363_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/268_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/457_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/82_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/440_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/231_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/402_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/306_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/289_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/394_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/442_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/103_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/325_frontal.jpg
Loading ./HousesDataset/Houses Dataset/396_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/329_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/179_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/270_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/83_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/296_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/129_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/243_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/185_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/100_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/97_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/148_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/408_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/313_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/239_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/422_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/133_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/344_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/109_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/450_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/132_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/196_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/367_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/275_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/466_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/377_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/423_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/320_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/244_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/343_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/192_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/481_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/326_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/178_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/337_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/391_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/441_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/312_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/190_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/333_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/439_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/346_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/386_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/405_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/228_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/201_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/351_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/183_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/409_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/136_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/330_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/204_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/108_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/384_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/451_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/412_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/137_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/416_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/280_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/106_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/389_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/249_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/393_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/300_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/453_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/96_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/387_frontal.jpg
Loading ./HousesDataset/Houses Dataset/436_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/193_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/128_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/189_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/361_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/401_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/495_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/245_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/350_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/502_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/489_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/184_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/266_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/278_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/390_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/114_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/105_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/110_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/287_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/403_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/195_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/88_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/237_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/432_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/340_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/496_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/446_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/364_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/126_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/345_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/288_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/91_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/475_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/104_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/334_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/431_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/141_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/485_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/417_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/388_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/360_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/424_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/273_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/194_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/210_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/420_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/398_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/476_frontal.jpg
Loading ./HousesDataset/Houses Dataset/311_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/290_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/355_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/230_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/294_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/493_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/199_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/211_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/503_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/134_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/188_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/499_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/87_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/309_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/146_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/191_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/298_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/464_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/480_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/467_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/197_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/433_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/362_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/40_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/486_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/250_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/437_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/213_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/285_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/426_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/335_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/304_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/444_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/214_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/131_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/404_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/425_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/94_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/318_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/246_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/317_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/307_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/235_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/435_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/291_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/102_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/281_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/419_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/468_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/284_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/347_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/353_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/180_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/438_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/135_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/174_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/368_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/413_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/299_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/366_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/149_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/140_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/365_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/202_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/181_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/461_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/379_frontal.jpg
Loading ./HousesDataset/Houses Dataset/139_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/349_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/378_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/31_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/95_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/314_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/487_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/354_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/321_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/323_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/372_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/352_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/497_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/356_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/101_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/150_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/130_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/380_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/463_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/144_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/474_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/143_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/205_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/488_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/447_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/504_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/286_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/187_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/327_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/111_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/229_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/359_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/421_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/145_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/151_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/99_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/107_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/458_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/81_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/206_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/175_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/279_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/400_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/449_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/470_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/247_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/429_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/484_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/357_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/297_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/492_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/305_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/308_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/238_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/427_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/316_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/370_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/322_bathroom.jpg
\nLoading ./HousesDataset/Houses Dataset/478_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/336_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/138_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/411_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/341_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/85_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/252_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/93_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/295_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/406_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/374_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/251_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/371_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/242_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/462_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/139_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/349_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/378_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/31_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/95_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/314_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/487_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/354_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/321_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/323_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/372_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/352_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/497_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/356_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/101_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/150_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/130_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/380_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/463_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/144_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/474_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/143_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/205_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/488_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/447_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/504_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/286_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/187_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/327_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/111_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/229_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/359_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/421_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/145_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/151_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/99_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/107_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/458_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/81_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/206_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/175_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/279_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/400_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/449_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/470_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/247_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/429_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/484_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/357_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/297_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/492_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/305_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/308_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/238_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/427_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/316_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/370_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/322_bedroom.jpg
\nLoading ./HousesDataset/Houses Dataset/478_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/336_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/138_bedroom.jpg
\nLoading ./HousesDataset/Houses Dataset/411_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/341_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/85_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/252_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/93_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/295_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/406_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/374_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/251_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/371_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/242_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/462_bedroom.jpg
\nLoading ./HousesDataset/Houses Dataset/139_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/349_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/378_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/31_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/95_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/314_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/487_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/354_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/321_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/323_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/372_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/352_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/497_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/356_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/101_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/150_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/130_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/380_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/463_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/144_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/474_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/143_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/205_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/488_kitchen.jpg
\nLoading ./HousesDataset/Houses Dataset/447_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/504_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/286_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/187_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/327_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/111_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/229_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/359_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/421_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/145_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/151_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/99_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/107_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/458_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/81_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/206_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/175_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/279_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/400_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/449_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/470_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/247_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/429_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/484_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/357_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/297_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/492_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/305_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/308_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/238_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/427_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/316_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/370_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/322_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/478_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/336_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/138_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/411_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/341_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/85_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/252_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/93_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/295_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/406_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/374_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/251_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/371_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/242_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/462_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/139_frontal.jpg
Loading ./HousesDataset/Houses Dataset/349_frontal.jpg
Loading ./HousesDataset/Houses Dataset/378_frontal.jpg
Loading ./HousesDataset/Houses Dataset/31_frontal.jpg
Loading ./HousesDataset/Houses Dataset/95_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/314_frontal.jpg
Loading ./HousesDataset/Houses Dataset/487_frontal.jpg
Loading ./HousesDataset/Houses Dataset/354_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/321_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/323_frontal.jpg
Loading ./HousesDataset/Houses Dataset/372_frontal.jpg
Loading ./HousesDataset/Houses Dataset/352_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/497_frontal.jpg
Loading ./HousesDataset/Houses Dataset/356_frontal.jpg
Loading ./HousesDataset/Houses Dataset/101_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/150_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/130_frontal.jpg
Loading ./HousesDataset/Houses Dataset/380_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/463_frontal.jpg
Loading ./HousesDataset/Houses Dataset/144_frontal.jpg
Loading ./HousesDataset/Houses Dataset/474_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/143_frontal.jpg
Loading ./HousesDataset/Houses Dataset/205_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/488_frontal.jpg
Loading ./HousesDataset/Houses Dataset/447_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/504_frontal.jpg
Loading ./HousesDataset/Houses Dataset/286_frontal.jpg
Loading ./HousesDataset/Houses Dataset/187_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/327_frontal.jpg
Loading ./HousesDataset/Houses Dataset/111_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/229_frontal.jpg
Loading ./HousesDataset/Houses Dataset/359_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/421_frontal.jpg
Loading ./HousesDataset/Houses Dataset/145_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/151_frontal.jpg
Loading ./HousesDataset/Houses Dataset/99_frontal.jpg
Loading ./HousesDataset/Houses Dataset/107_frontal.jpg
Loading ./HousesDataset/Houses Dataset/458_frontal.jpg
Loading ./HousesDataset/Houses Dataset/81_frontal.jpg
Loading ./HousesDataset/Houses Dataset/206_frontal.jpg
Loading ./HousesDataset/Houses Dataset/175_frontal.jpg
Loading ./HousesDataset/Houses Dataset/279_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/400_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/449_frontal.jpg
Loading ./HousesDataset/Houses Dataset/470_frontal.jpg
Loading ./HousesDataset/Houses Dataset/247_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/429_frontal.jpg
Loading ./HousesDataset/Houses Dataset/484_frontal.jpg
Loading ./HousesDataset/Houses Dataset/357_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/297_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/492_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/305_frontal.jpg
Loading ./HousesDataset/Houses Dataset/308_frontal.jpg
Loading ./HousesDataset/Houses Dataset/238_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/427_frontal.jpg
Loading ./HousesDataset/Houses Dataset/316_frontal.jpg
Loading ./HousesDataset/Houses Dataset/370_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/322_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/478_frontal.jpg
Loading ./HousesDataset/Houses Dataset/336_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/138_frontal.jpg
Loading ./HousesDataset/Houses Dataset/411_frontal.jpg
Loading ./HousesDataset/Houses Dataset/341_frontal.jpg
Loading ./HousesDataset/Houses Dataset/85_frontal.jpg
Loading ./HousesDataset/Houses Dataset/252_frontal.jpg
Loading ./HousesDataset/Houses Dataset/93_frontal.jpg
Loading ./HousesDataset/Houses Dataset/295_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/406_frontal.jpg
Loading ./HousesDataset/Houses Dataset/374_frontal.jpg
Loading ./HousesDataset/Houses Dataset/251_frontal.jpg
Loading ./HousesDataset/Houses Dataset/371_frontal.jpg
Loading ./HousesDataset/Houses Dataset/242_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/462_frontal.jpg
%% Cell type:code id: tags:
``` python
file_weight_cifar100 = 'pretrained_cifar100.h5'
try:
model = load_model(file_weight_cifar100)
except:
model = train_cifar100()
model.save(file_weight_cifar100)
weights = file_weight_cifar100
```
%% Output
WARNING: Logging before flag parsing goes to stderr.\nW0903 09:21:29.480199 6148 deprecation.py:323] From C:\progtools\anaconda3\lib\site-packages\tensorflow_core\python\ops\math_grad.py:1424: where (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version.\nInstructions for updating:\nUse tf.where in 2.0, which has the same broadcast rule as np.where
%% Cell type:code id: tags:
``` python
file_weight_finetune = 'regression_model_image_finetune.h5'
model = generate_simple_cnn_regression_model(input_shape,weights=weights,freeze=True)
opt = Adam(lr=1e-3, decay=1e-3 / 200)
model.compile(loss='mean_squared_error',metrics=['mean_absolute_percentage_error','mean_absolute_error','mean_squared_error'], optimizer=opt)
model.summary()
model = train_model(trainX, trainY, testX, testY,model,show_plot=True,epochs=500,batch_size=32)
evaluate_regression_model(model,testX,testY,normalizer,show_plot=True)
model.save(file_weight_finetune)
weights = file_weight_finetune
final_model_weight = 'regression_model_image_pretrained.h5'
```
%% Output
Model: "model"\n_________________________________________________________________\nLayer (type) Output Shape Param # \n=================================================================\ninput_1 (InputLayer) [(None, 32, 32, 3)] 0 \n_________________________________________________________________\nconv_0 (Conv2D) (None, 32, 32, 32) 896 \n_________________________________________________________________\nactivation (Activation) (None, 32, 32, 32) 0 \n_________________________________________________________________\nmax_pooling2d (MaxPooling2D) (None, 16, 16, 32) 0 \n_________________________________________________________________\nconv_1 (Conv2D) (None, 16, 16, 32) 9248 \n_________________________________________________________________\nactivation_1 (Activation) (None, 16, 16, 32) 0 \n_________________________________________________________________\nmax_pooling2d_1 (MaxPooling2 (None, 8, 8, 32) 0 \n_________________________________________________________________\nconv_2 (Conv2D) (None, 8, 8, 32) 9248 \n_________________________________________________________________\nactivation_2 (Activation) (None, 8, 8, 32) 0 \n_________________________________________________________________\nmax_pooling2d_2 (MaxPooling2 (None, 4, 4, 32) 0 \n_________________________________________________________________\nflatten (Flatten) (None, 512) 0 \n_________________________________________________________________\npre_last_dense_reg (Dense) (None, 16) 8208 \n_________________________________________________________________\nlast_dense_reg (Dense) (None, 1) 17 \n=================================================================\nTotal params: 27,617\nTrainable params: 8,225\nNon-trainable params: 19,392\n_________________________________________________________________\nTrain on 289 samples, validate on 73 samples\nEpoch 1/500
32/289 [==>...........................] - ETA: 16s
---------------------------------------------------------------------------
UnknownError Traceback (most recent call last)
<ipython-input-7-a04fd7faaf41> in <module>
4 model.compile(loss='mean_squared_error',metrics=['mean_absolute_percentage_error','mean_absolute_error','mean_squared_error'], optimizer=opt)
5 model.summary()
----> 6 model = train_model(trainX, trainY, testX, testY,model,show_plot=True,epochs=500,batch_size=32)
7 evaluate_regression_model(model,testX,testY,normalizer,show_plot=True)
8 model.save(file_weight_finetune)
C:\datos\Formacion\IMPARTIDOS\introduccion_deep\pilulak_code\train_and_evaluation.py in train_model(trainX, trainY, testX, testY, model, epochs, batch_size, show_plot)
13 def train_model(trainX, trainY, testX, testY, model, epochs=200, batch_size=16,show_plot=True):
14 history = model.fit(trainX, trainY, validation_data=(testX, testY),
---> 15 epochs=epochs, batch_size=batch_size)
16
17 if show_plot:
C:\progtools\anaconda3\lib\site-packages\tensorflow_core\python\keras\engine\training.py in fit(self, x, y, batch_size, epochs, verbose, callbacks, validation_split, validation_data, shuffle, class_weight, sample_weight, initial_epoch, steps_per_epoch, validation_steps, validation_freq, max_queue_size, workers, use_multiprocessing, **kwargs)
732 max_queue_size=max_queue_size,
733 workers=workers,
--> 734 use_multiprocessing=use_multiprocessing)
735
736 def evaluate(self,
C:\progtools\anaconda3\lib\site-packages\tensorflow_core\python\keras\engine\training_v2.py in fit(self, model, x, y, batch_size, epochs, verbose, callbacks, validation_split, validation_data, shuffle, class_weight, sample_weight, initial_epoch, steps_per_epoch, validation_steps, validation_freq, **kwargs)
322 mode=ModeKeys.TRAIN,
323 training_context=training_context,
--> 324 total_epochs=epochs)
325 cbks.make_logs(model, epoch_logs, training_result, ModeKeys.TRAIN)
326
C:\progtools\anaconda3\lib\site-packages\tensorflow_core\python\keras\engine\training_v2.py in run_one_epoch(model, iterator, execution_function, dataset_size, batch_size, strategy, steps_per_epoch, num_samples, mode, training_context, total_epochs)
121 step=step, mode=mode, size=current_batch_size) as batch_logs:
122 try:
--> 123 batch_outs = execution_function(iterator)
124 except (StopIteration, errors.OutOfRangeError):
125 # TODO(kaftan): File bug about tf function and errors.OutOfRangeError?
C:\progtools\anaconda3\lib\site-packages\tensorflow_core\python\keras\engine\training_v2_utils.py in execution_function(input_fn)
84 # `numpy` translates Tensors to values in Eager mode.
85 return nest.map_structure(_non_none_constant_value,
---> 86 distributed_function(input_fn))
87
88 return execution_function
C:\progtools\anaconda3\lib\site-packages\tensorflow_core\python\eager\def_function.py in __call__(self, *args, **kwds)
437 # Lifting succeeded, so variables are initialized and we can run the
438 # stateless function.
--> 439 return self._stateless_fn(*args, **kwds)
440 else:
441 canon_args, canon_kwds = \
C:\progtools\anaconda3\lib\site-packages\tensorflow_core\python\eager\function.py in __call__(self, *args, **kwargs)
1820 """Calls a graph function specialized to the inputs."""
1821 graph_function, args, kwargs = self._maybe_define_function(args, kwargs)
-> 1822 return graph_function._filtered_call(args, kwargs) # pylint: disable=protected-access
1823
1824 @property
C:\progtools\anaconda3\lib\site-packages\tensorflow_core\python\eager\function.py in _filtered_call(self, args, kwargs)
1139 if isinstance(t, (ops.Tensor,
1140 resource_variable_ops.BaseResourceVariable))),
-> 1141 self.captured_inputs)
1142
1143 def _call_flat(self, args, captured_inputs, cancellation_manager=None):
C:\progtools\anaconda3\lib\site-packages\tensorflow_core\python\eager\function.py in _call_flat(self, args, captured_inputs, cancellation_manager)
1222 if executing_eagerly:
1223 flat_outputs = forward_function.call(
-> 1224 ctx, args, cancellation_manager=cancellation_manager)
1225 else:
1226 gradient_name = self._delayed_rewrite_functions.register()
C:\progtools\anaconda3\lib\site-packages\tensorflow_core\python\eager\function.py in call(self, ctx, args, cancellation_manager)
509 inputs=args,
510 attrs=("executor_type", executor_type, "config_proto", config),
--> 511 ctx=ctx)
512 else:
513 outputs = execute.execute_with_cancellation(
C:\progtools\anaconda3\lib\site-packages\tensorflow_core\python\eager\execute.py in quick_execute(op_name, num_outputs, inputs, attrs, ctx, name)
65 else:
66 message = e.message
---> 67 six.raise_from(core._status_to_exception(e.code, message), None)
68 except TypeError as e:
69 keras_symbolic_tensors = [
C:\progtools\anaconda3\lib\site-packages\six.py in raise_from(value, from_value)
UnknownError: Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above.
[[node model/conv_0/Conv2D (defined at C:\progtools\anaconda3\lib\site-packages\tensorflow_core\python\framework\ops.py:1751) ]] [Op:__inference_distributed_function_2199]
Function call stack:
distributed_function
%% Cell type:code id: tags:
``` python
model = generate_simple_cnn_regression_model(input_shape, weights=weights)
opt = Adam(lr=1e-3, decay=1e-3 / 200)
model.compile(loss='mean_squared_error',
metrics=['mean_absolute_percentage_error', 'mean_absolute_error', 'mean_squared_error'],
optimizer=opt)
model.summary()
```
%% Cell type:code id: tags:
``` python
model = train_model(trainX, trainY, testX, testY, model, show_plot=True, epochs=500, batch_size=32)
```
%% Cell type:code id: tags:
``` python
evaluate_regression_model(model, testX, testY, normalizer, show_plot=True)
model.save(final_model_weight)
```
%% Cell type:code id: tags:
``` python
```
tutorial_regression_image_scratch.ipynb 0 → 100644
+ 433
− 0
View file @ 6c947e57
%% Cell type:code id: tags:
``` python
#pip install tensorflow==2.0.0-rc0
!pip install tensorflow-gpu==2.0.0-rc0
#!sh download_dataset.sh#%% md
# Test regression model
```
%% Output
Requirement already satisfied: tensorflow-gpu==2.0.0-rc0 in c:\progtools\anaconda3\lib\site-packages (2.0.0rc0)\nRequirement already satisfied: opt-einsum>=2.3.2 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (3.0.1)\nRequirement already satisfied: six>=1.10.0 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (1.12.0)\nRequirement already satisfied: tb-nightly<1.15.0a20190807,>=1.15.0a20190806 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (1.15.0a20190806)\nRequirement already satisfied: keras-preprocessing>=1.0.5 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (1.1.0)\nRequirement already satisfied: google-pasta>=0.1.6 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (0.1.7)\nRequirement already satisfied: grpcio>=1.8.6 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (1.22.0)\nRequirement already satisfied: wheel>=0.26 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (0.33.4)\nRequirement already satisfied: keras-applications>=1.0.8 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (1.0.8)\nRequirement already satisfied: wrapt>=1.11.1 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (1.11.2)\nRequirement already satisfied: astor>=0.6.0 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (0.8.0)\nRequirement already satisfied: numpy<2.0,>=1.16.0 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (1.17.0)\nRequirement already satisfied: tf-estimator-nightly<1.14.0.dev2019080602,>=1.14.0.dev2019080601 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (1.14.0.dev2019080601)\nRequirement already satisfied: absl-py>=0.7.0 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (0.7.1)\nRequirement already satisfied: protobuf>=3.6.1 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (3.9.0)\nRequirement already satisfied: termcolor>=1.1.0 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (1.1.0)\nRequirement already satisfied: gast>=0.2.0 in c:\progtools\anaconda3\lib\site-packages (from tensorflow-gpu==2.0.0-rc0) (0.2.2)\nRequirement already satisfied: werkzeug>=0.11.15 in c:\progtools\anaconda3\lib\site-packages (from tb-nightly<1.15.0a20190807,>=1.15.0a20190806->tensorflow-gpu==2.0.0-rc0) (0.15.5)\nRequirement already satisfied: markdown>=2.6.8 in c:\progtools\anaconda3\lib\site-packages (from tb-nightly<1.15.0a20190807,>=1.15.0a20190806->tensorflow-gpu==2.0.0-rc0) (3.1.1)\nRequirement already satisfied: setuptools>=41.0.0 in c:\progtools\anaconda3\lib\site-packages (from tb-nightly<1.15.0a20190807,>=1.15.0a20190806->tensorflow-gpu==2.0.0-rc0) (41.0.1)\nRequirement already satisfied: h5py in c:\progtools\anaconda3\lib\site-packages (from keras-applications>=1.0.8->tensorflow-gpu==2.0.0-rc0) (2.9.0)
%% Cell type:code id: tags:
``` python
from house_prices_estimation_example_image import *
```
%% Cell type:code id: tags:
``` python
(trainX_data,trainX_img, trainY, testX_data,testX_img,testY), normalizer = load_house_dataset_data(test_size=0.2,random_state=666,type=DatasetType.Both)
trainX = trainX_img['frontal_img']
testX = testX_img['frontal_img']
input_shape = trainX.shape[1]
final_model_weight = 'regression_model_image_from_scratch.h5'
weights = ''
```
%% Output
Loading ./HousesDataset/Houses Dataset/471_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/332_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/98_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/397_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/491_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/477_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/86_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/369_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/395_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/208_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/241_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/310_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/319_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/292_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/276_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/339_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/331_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/112_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/410_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/460_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/454_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/494_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/501_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/473_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/375_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/186_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/452_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/89_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/176_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/177_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/33_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/392_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/415_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/479_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/418_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/456_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/293_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/414_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/328_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/383_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/373_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/430_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/113_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/455_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/500_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/469_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/301_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/207_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/483_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/358_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/92_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/90_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/399_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/381_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/127_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/215_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/324_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/198_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/232_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/428_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/200_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/498_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/490_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/203_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/303_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/84_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/385_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/445_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/376_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/338_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/240_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/459_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/382_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/315_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/209_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/348_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/482_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/448_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/259_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/212_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/282_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/142_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/302_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/248_bathroom.jpg
\nLoading ./HousesDataset/Houses Dataset/182_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/465_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/342_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/233_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/407_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/472_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/147_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/434_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/443_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/234_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/363_bathroom.jpg
\nLoading ./HousesDataset/Houses Dataset/268_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/457_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/82_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/440_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/231_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/402_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/306_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/289_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/394_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/442_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/103_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/325_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/396_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/329_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/179_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/270_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/83_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/296_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/129_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/243_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/185_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/100_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/97_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/148_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/408_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/313_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/239_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/422_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/133_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/344_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/109_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/450_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/132_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/196_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/367_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/275_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/466_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/377_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/423_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/320_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/244_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/343_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/192_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/481_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/326_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/178_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/337_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/391_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/441_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/312_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/190_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/333_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/439_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/346_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/386_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/405_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/228_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/201_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/351_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/183_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/409_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/136_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/330_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/204_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/108_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/384_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/451_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/412_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/137_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/416_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/280_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/106_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/389_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/249_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/393_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/300_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/453_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/96_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/387_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/436_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/193_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/128_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/189_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/361_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/401_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/495_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/245_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/350_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/502_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/489_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/184_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/266_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/278_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/390_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/114_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/105_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/110_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/287_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/403_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/195_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/88_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/237_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/432_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/340_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/496_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/446_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/364_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/126_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/345_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/288_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/91_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/475_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/104_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/334_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/431_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/141_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/485_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/417_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/388_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/360_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/424_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/273_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/194_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/210_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/420_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/398_bathroom.jpg
\nLoading ./HousesDataset/Houses Dataset/476_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/311_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/290_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/355_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/230_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/294_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/493_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/199_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/211_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/503_bathroom.jpg
\nLoading ./HousesDataset/Houses Dataset/134_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/188_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/499_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/87_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/309_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/146_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/191_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/298_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/464_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/480_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/467_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/197_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/433_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/362_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/40_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/486_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/250_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/437_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/213_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/285_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/426_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/335_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/304_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/444_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/214_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/131_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/404_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/425_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/94_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/318_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/246_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/317_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/307_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/235_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/435_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/291_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/102_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/281_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/419_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/468_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/284_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/347_bathroom.jpg
\nLoading ./HousesDataset/Houses Dataset/353_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/180_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/438_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/135_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/174_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/368_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/413_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/299_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/366_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/149_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/140_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/365_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/202_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/181_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/461_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/379_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/471_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/332_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/98_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/397_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/491_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/477_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/86_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/369_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/395_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/208_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/241_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/310_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/319_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/292_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/276_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/339_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/331_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/112_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/410_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/460_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/454_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/494_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/501_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/473_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/375_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/186_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/452_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/89_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/176_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/177_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/33_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/392_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/415_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/479_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/418_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/456_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/293_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/414_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/328_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/383_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/373_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/430_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/113_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/455_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/500_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/469_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/301_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/207_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/483_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/358_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/92_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/90_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/399_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/381_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/127_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/215_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/324_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/198_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/232_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/428_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/200_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/498_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/490_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/203_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/303_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/84_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/385_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/445_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/376_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/338_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/240_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/459_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/382_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/315_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/209_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/348_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/482_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/448_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/259_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/212_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/282_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/142_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/302_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/248_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/182_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/465_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/342_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/233_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/407_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/472_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/147_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/434_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/443_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/234_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/363_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/268_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/457_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/82_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/440_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/231_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/402_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/306_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/289_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/394_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/442_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/103_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/325_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/396_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/329_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/179_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/270_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/83_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/296_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/129_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/243_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/185_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/100_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/97_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/148_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/408_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/313_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/239_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/422_bedroom.jpg
\nLoading ./HousesDataset/Houses Dataset/133_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/344_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/109_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/450_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/132_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/196_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/367_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/275_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/466_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/377_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/423_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/320_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/244_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/343_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/192_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/481_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/326_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/178_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/337_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/391_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/441_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/312_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/190_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/333_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/439_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/346_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/386_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/405_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/228_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/201_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/351_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/183_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/409_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/136_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/330_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/204_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/108_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/384_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/451_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/412_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/137_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/416_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/280_bedroom.jpg
\nLoading ./HousesDataset/Houses Dataset/106_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/389_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/249_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/393_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/300_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/453_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/96_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/387_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/436_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/193_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/128_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/189_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/361_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/401_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/495_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/245_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/350_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/502_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/489_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/184_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/266_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/278_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/390_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/114_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/105_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/110_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/287_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/403_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/195_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/88_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/237_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/432_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/340_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/496_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/446_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/364_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/126_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/345_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/288_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/91_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/475_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/104_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/334_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/431_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/141_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/485_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/417_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/388_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/360_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/424_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/273_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/194_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/210_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/420_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/398_bedroom.jpg
\nLoading ./HousesDataset/Houses Dataset/476_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/311_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/290_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/355_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/230_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/294_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/493_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/199_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/211_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/503_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/134_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/188_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/499_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/87_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/309_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/146_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/191_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/298_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/464_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/480_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/467_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/197_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/433_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/362_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/40_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/486_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/250_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/437_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/213_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/285_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/426_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/335_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/304_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/444_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/214_bedroom.jpg
\nLoading ./HousesDataset/Houses Dataset/131_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/404_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/425_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/94_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/318_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/246_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/317_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/307_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/235_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/435_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/291_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/102_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/281_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/419_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/468_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/284_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/347_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/353_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/180_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/438_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/135_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/174_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/368_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/413_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/299_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/366_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/149_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/140_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/365_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/202_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/181_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/461_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/379_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/471_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/332_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/98_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/397_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/491_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/477_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/86_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/369_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/395_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/208_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/241_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/310_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/319_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/292_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/276_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/339_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/331_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/112_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/410_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/460_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/454_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/494_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/501_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/473_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/375_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/186_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/452_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/89_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/176_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/177_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/33_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/392_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/415_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/479_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/418_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/456_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/293_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/414_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/328_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/383_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/373_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/430_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/113_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/455_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/500_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/469_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/301_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/207_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/483_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/358_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/92_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/90_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/399_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/381_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/127_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/215_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/324_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/198_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/232_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/428_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/200_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/498_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/490_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/203_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/303_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/84_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/385_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/445_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/376_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/338_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/240_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/459_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/382_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/315_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/209_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/348_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/482_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/448_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/259_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/212_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/282_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/142_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/302_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/248_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/182_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/465_kitchen.jpg
\nLoading ./HousesDataset/Houses Dataset/342_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/233_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/407_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/472_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/147_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/434_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/443_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/234_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/363_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/268_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/457_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/82_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/440_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/231_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/402_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/306_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/289_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/394_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/442_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/103_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/325_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/396_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/329_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/179_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/270_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/83_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/296_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/129_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/243_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/185_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/100_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/97_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/148_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/408_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/313_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/239_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/422_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/133_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/344_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/109_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/450_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/132_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/196_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/367_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/275_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/466_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/377_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/423_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/320_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/244_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/343_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/192_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/481_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/326_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/178_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/337_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/391_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/441_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/312_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/190_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/333_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/439_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/346_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/386_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/405_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/228_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/201_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/351_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/183_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/409_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/136_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/330_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/204_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/108_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/384_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/451_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/412_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/137_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/416_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/280_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/106_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/389_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/249_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/393_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/300_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/453_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/96_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/387_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/436_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/193_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/128_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/189_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/361_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/401_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/495_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/245_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/350_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/502_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/489_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/184_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/266_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/278_kitchen.jpg
\nLoading ./HousesDataset/Houses Dataset/390_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/114_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/105_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/110_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/287_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/403_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/195_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/88_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/237_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/432_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/340_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/496_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/446_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/364_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/126_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/345_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/288_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/91_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/475_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/104_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/334_kitchen.jpg
\nLoading ./HousesDataset/Houses Dataset/431_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/141_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/485_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/417_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/388_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/360_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/424_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/273_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/194_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/210_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/420_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/398_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/476_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/311_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/290_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/355_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/230_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/294_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/493_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/199_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/211_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/503_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/134_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/188_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/499_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/87_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/309_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/146_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/191_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/298_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/464_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/480_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/467_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/197_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/433_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/362_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/40_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/486_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/250_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/437_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/213_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/285_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/426_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/335_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/304_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/444_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/214_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/131_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/404_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/425_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/94_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/318_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/246_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/317_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/307_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/235_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/435_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/291_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/102_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/281_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/419_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/468_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/284_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/347_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/353_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/180_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/438_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/135_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/174_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/368_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/413_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/299_kitchen.jpg
\nLoading ./HousesDataset/Houses Dataset/366_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/149_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/140_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/365_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/202_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/181_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/461_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/379_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/471_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/332_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/98_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/397_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/491_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/477_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/86_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/369_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/395_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/208_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/241_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/310_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/319_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/292_frontal.jpg
\nLoading ./HousesDataset/Houses Dataset/276_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/339_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/331_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/112_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/410_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/460_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/454_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/494_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/501_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/473_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/375_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/186_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/452_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/89_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/176_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/177_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/33_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/392_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/415_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/479_frontal.jpg
\nLoading ./HousesDataset/Houses Dataset/418_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/456_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/293_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/414_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/328_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/383_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/373_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/430_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/113_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/455_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/500_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/469_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/301_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/207_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/483_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/358_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/92_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/90_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/399_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/381_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/127_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/215_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/324_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/198_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/232_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/428_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/200_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/498_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/490_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/203_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/303_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/84_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/385_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/445_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/376_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/338_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/240_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/459_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/382_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/315_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/209_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/348_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/482_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/448_frontal.jpg
\nLoading ./HousesDataset/Houses Dataset/259_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/212_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/282_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/142_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/302_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/248_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/182_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/465_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/342_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/233_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/407_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/472_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/147_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/434_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/443_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/234_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/363_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/268_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/457_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/82_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/440_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/231_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/402_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/306_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/289_frontal.jpg
\nLoading ./HousesDataset/Houses Dataset/394_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/442_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/103_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/325_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/396_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/329_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/179_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/270_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/83_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/296_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/129_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/243_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/185_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/100_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/97_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/148_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/408_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/313_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/239_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/422_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/133_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/344_frontal.jpg
Loading ./HousesDataset/Houses Dataset/109_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/450_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/132_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/196_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/367_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/275_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/466_frontal.jpg
\nLoading ./HousesDataset/Houses Dataset/377_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/423_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/320_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/244_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/343_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/192_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/481_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/326_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/178_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/337_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/391_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/441_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/312_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/190_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/333_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/439_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/346_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/386_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/405_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/228_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/201_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/351_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/183_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/409_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/136_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/330_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/204_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/108_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/384_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/451_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/412_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/137_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/416_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/280_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/106_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/389_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/249_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/393_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/300_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/453_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/96_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/387_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/436_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/193_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/128_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/189_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/361_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/401_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/495_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/245_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/350_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/502_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/489_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/184_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/266_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/278_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/390_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/114_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/105_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/110_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/287_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/403_frontal.jpg
\nLoading ./HousesDataset/Houses Dataset/195_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/88_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/237_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/432_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/340_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/496_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/446_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/364_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/126_frontal.jpg
\nLoading ./HousesDataset/Houses Dataset/345_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/288_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/91_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/475_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/104_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/334_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/431_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/141_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/485_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/417_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/388_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/360_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/424_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/273_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/194_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/210_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/420_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/398_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/476_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/311_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/290_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/355_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/230_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/294_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/493_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/199_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/211_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/503_frontal.jpg
Loading ./HousesDataset/Houses Dataset/134_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/188_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/499_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/87_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/309_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/146_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/191_frontal.jpg
\nLoading ./HousesDataset/Houses Dataset/298_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/464_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/480_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/467_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/197_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/433_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/362_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/40_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/486_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/250_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/437_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/213_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/285_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/426_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/335_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/304_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/444_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/214_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/131_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/404_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/425_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/94_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/318_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/246_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/317_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/307_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/235_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/435_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/291_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/102_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/281_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/419_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/468_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/284_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/347_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/353_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/180_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/438_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/135_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/174_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/368_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/413_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/299_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/366_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/149_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/140_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/365_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/202_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/181_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/461_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/379_frontal.jpg
Loading ./HousesDataset/Houses Dataset/139_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/349_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/378_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/31_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/95_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/314_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/487_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/354_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/321_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/323_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/372_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/352_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/497_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/356_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/101_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/150_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/130_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/380_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/463_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/144_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/474_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/143_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/205_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/488_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/447_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/504_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/286_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/187_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/327_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/111_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/229_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/359_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/421_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/145_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/151_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/99_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/107_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/458_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/81_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/206_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/175_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/279_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/400_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/449_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/470_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/247_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/429_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/484_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/357_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/297_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/492_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/305_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/308_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/238_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/427_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/316_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/370_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/322_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/478_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/336_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/138_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/411_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/341_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/85_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/252_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/93_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/295_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/406_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/374_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/251_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/371_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/242_bathroom.jpg\nLoading ./HousesDataset/Houses Dataset/462_bathroom.jpg
Loading ./HousesDataset/Houses Dataset/139_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/349_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/378_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/31_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/95_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/314_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/487_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/354_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/321_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/323_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/372_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/352_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/497_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/356_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/101_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/150_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/130_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/380_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/463_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/144_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/474_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/143_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/205_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/488_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/447_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/504_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/286_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/187_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/327_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/111_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/229_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/359_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/421_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/145_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/151_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/99_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/107_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/458_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/81_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/206_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/175_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/279_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/400_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/449_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/470_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/247_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/429_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/484_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/357_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/297_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/492_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/305_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/308_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/238_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/427_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/316_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/370_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/322_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/478_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/336_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/138_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/411_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/341_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/85_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/252_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/93_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/295_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/406_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/374_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/251_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/371_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/242_bedroom.jpg\nLoading ./HousesDataset/Houses Dataset/462_bedroom.jpg
Loading ./HousesDataset/Houses Dataset/139_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/349_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/378_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/31_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/95_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/314_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/487_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/354_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/321_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/323_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/372_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/352_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/497_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/356_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/101_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/150_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/130_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/380_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/463_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/144_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/474_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/143_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/205_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/488_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/447_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/504_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/286_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/187_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/327_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/111_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/229_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/359_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/421_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/145_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/151_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/99_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/107_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/458_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/81_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/206_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/175_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/279_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/400_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/449_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/470_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/247_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/429_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/484_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/357_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/297_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/492_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/305_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/308_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/238_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/427_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/316_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/370_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/322_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/478_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/336_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/138_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/411_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/341_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/85_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/252_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/93_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/295_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/406_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/374_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/251_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/371_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/242_kitchen.jpg
Loading ./HousesDataset/Houses Dataset/462_kitchen.jpg\nLoading ./HousesDataset/Houses Dataset/139_frontal.jpg
Loading ./HousesDataset/Houses Dataset/349_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/378_frontal.jpg
Loading ./HousesDataset/Houses Dataset/31_frontal.jpg
Loading ./HousesDataset/Houses Dataset/95_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/314_frontal.jpg
Loading ./HousesDataset/Houses Dataset/487_frontal.jpg
Loading ./HousesDataset/Houses Dataset/354_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/321_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/323_frontal.jpg
Loading ./HousesDataset/Houses Dataset/372_frontal.jpg
Loading ./HousesDataset/Houses Dataset/352_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/497_frontal.jpg
Loading ./HousesDataset/Houses Dataset/356_frontal.jpg
Loading ./HousesDataset/Houses Dataset/101_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/150_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/130_frontal.jpg
Loading ./HousesDataset/Houses Dataset/380_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/463_frontal.jpg
Loading ./HousesDataset/Houses Dataset/144_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/474_frontal.jpg
Loading ./HousesDataset/Houses Dataset/143_frontal.jpg
Loading ./HousesDataset/Houses Dataset/205_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/488_frontal.jpg
Loading ./HousesDataset/Houses Dataset/447_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/504_frontal.jpg
Loading ./HousesDataset/Houses Dataset/286_frontal.jpg
Loading ./HousesDataset/Houses Dataset/187_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/327_frontal.jpg
Loading ./HousesDataset/Houses Dataset/111_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/229_frontal.jpg
Loading ./HousesDataset/Houses Dataset/359_frontal.jpg
Loading ./HousesDataset/Houses Dataset/421_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/145_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/151_frontal.jpg
Loading ./HousesDataset/Houses Dataset/99_frontal.jpg
Loading ./HousesDataset/Houses Dataset/107_frontal.jpg
Loading ./HousesDataset/Houses Dataset/458_frontal.jpg
Loading ./HousesDataset/Houses Dataset/81_frontal.jpg
Loading ./HousesDataset/Houses Dataset/206_frontal.jpg
Loading ./HousesDataset/Houses Dataset/175_frontal.jpg
Loading ./HousesDataset/Houses Dataset/279_frontal.jpg
Loading ./HousesDataset/Houses Dataset/400_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/449_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/470_frontal.jpg
Loading ./HousesDataset/Houses Dataset/247_frontal.jpg
Loading ./HousesDataset/Houses Dataset/429_frontal.jpg
Loading ./HousesDataset/Houses Dataset/484_frontal.jpg
Loading ./HousesDataset/Houses Dataset/357_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/297_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/492_frontal.jpg
Loading ./HousesDataset/Houses Dataset/305_frontal.jpg
Loading ./HousesDataset/Houses Dataset/308_frontal.jpg
Loading ./HousesDataset/Houses Dataset/238_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/427_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/316_frontal.jpg
Loading ./HousesDataset/Houses Dataset/370_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/322_frontal.jpg
Loading ./HousesDataset/Houses Dataset/478_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/336_frontal.jpg
Loading ./HousesDataset/Houses Dataset/138_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/411_frontal.jpg
Loading ./HousesDataset/Houses Dataset/341_frontal.jpg
Loading ./HousesDataset/Houses Dataset/85_frontal.jpg
Loading ./HousesDataset/Houses Dataset/252_frontal.jpg
Loading ./HousesDataset/Houses Dataset/93_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/295_frontal.jpg
Loading ./HousesDataset/Houses Dataset/406_frontal.jpg
Loading ./HousesDataset/Houses Dataset/374_frontal.jpg
Loading ./HousesDataset/Houses Dataset/251_frontal.jpg
Loading ./HousesDataset/Houses Dataset/371_frontal.jpg
Loading ./HousesDataset/Houses Dataset/242_frontal.jpg\nLoading ./HousesDataset/Houses Dataset/462_frontal.jpg
%% Cell type:code id: tags:
``` python
model = generate_simple_cnn_regression_model(input_shape, weights=weights)
opt = Adam(lr=1e-3, decay=1e-3 / 200)
model.compile(loss='mean_squared_error',
metrics=['mean_absolute_percentage_error', 'mean_absolute_error', 'mean_squared_error'],
optimizer=opt)
model.summary()
```
%% Output
Model: "model_1"\n_________________________________________________________________\nLayer (type) Output Shape Param # \n=================================================================\ninput_2 (InputLayer) [(None, 32, 32, 3)] 0 \n_________________________________________________________________\nconv_0 (Conv2D) (None, 32, 32, 32) 896 \n_________________________________________________________________\nactivation_3 (Activation) (None, 32, 32, 32) 0 \n_________________________________________________________________\nmax_pooling2d_3 (MaxPooling2 (None, 16, 16, 32) 0 \n_________________________________________________________________\nconv_1 (Conv2D) (None, 16, 16, 32) 9248 \n_________________________________________________________________\nactivation_4 (Activation) (None, 16, 16, 32) 0 \n_________________________________________________________________\nmax_pooling2d_4 (MaxPooling2 (None, 8, 8, 32) 0 \n_________________________________________________________________\nconv_2 (Conv2D) (None, 8, 8, 32) 9248 \n_________________________________________________________________\nactivation_5 (Activation) (None, 8, 8, 32) 0 \n_________________________________________________________________\nmax_pooling2d_5 (MaxPooling2 (None, 4, 4, 32) 0 \n_________________________________________________________________\nflatten_1 (Flatten) (None, 512) 0 \n_________________________________________________________________\npre_last_dense_reg (Dense) (None, 16) 8208 \n_________________________________________________________________\nlast_dense_reg (Dense) (None, 1) 17 \n=================================================================\nTotal params: 27,617\nTrainable params: 27,617\nNon-trainable params: 0\n_________________________________________________________________
%% Cell type:code id: tags:
``` python
model = train_model(trainX, trainY, testX, testY, model, show_plot=True, epochs=500, batch_size=32)
```
%% Output
Train on 289 samples, validate on 73 samples\nEpoch 1/500
32/289 [==>...........................] - ETA: 11s
---------------------------------------------------------------------------
UnknownError Traceback (most recent call last)
<ipython-input-14-b77cd5176b91> in <module>
----> 1 model = train_model(trainX, trainY, testX, testY, model, show_plot=True, epochs=500, batch_size=32)
2
C:\datos\Formacion\IMPARTIDOS\introduccion_deep\pilulak_code\train_and_evaluation.py in train_model(trainX, trainY, testX, testY, model, epochs, batch_size, show_plot)
13 def train_model(trainX, trainY, testX, testY, model, epochs=200, batch_size=16,show_plot=True):
14 history = model.fit(trainX, trainY, validation_data=(testX, testY),
---> 15 epochs=epochs, batch_size=batch_size)
16
17 if show_plot:
C:\progtools\anaconda3\lib\site-packages\tensorflow_core\python\keras\engine\training.py in fit(self, x, y, batch_size, epochs, verbose, callbacks, validation_split, validation_data, shuffle, class_weight, sample_weight, initial_epoch, steps_per_epoch, validation_steps, validation_freq, max_queue_size, workers, use_multiprocessing, **kwargs)
732 max_queue_size=max_queue_size,
733 workers=workers,
--> 734 use_multiprocessing=use_multiprocessing)
735
736 def evaluate(self,
C:\progtools\anaconda3\lib\site-packages\tensorflow_core\python\keras\engine\training_v2.py in fit(self, model, x, y, batch_size, epochs, verbose, callbacks, validation_split, validation_data, shuffle, class_weight, sample_weight, initial_epoch, steps_per_epoch, validation_steps, validation_freq, **kwargs)
322 mode=ModeKeys.TRAIN,
323 training_context=training_context,
--> 324 total_epochs=epochs)
325 cbks.make_logs(model, epoch_logs, training_result, ModeKeys.TRAIN)
326
C:\progtools\anaconda3\lib\site-packages\tensorflow_core\python\keras\engine\training_v2.py in run_one_epoch(model, iterator, execution_function, dataset_size, batch_size, strategy, steps_per_epoch, num_samples, mode, training_context, total_epochs)
121 step=step, mode=mode, size=current_batch_size) as batch_logs:
122 try:
--> 123 batch_outs = execution_function(iterator)
124 except (StopIteration, errors.OutOfRangeError):
125 # TODO(kaftan): File bug about tf function and errors.OutOfRangeError?
C:\progtools\anaconda3\lib\site-packages\tensorflow_core\python\keras\engine\training_v2_utils.py in execution_function(input_fn)
84 # `numpy` translates Tensors to values in Eager mode.
85 return nest.map_structure(_non_none_constant_value,
---> 86 distributed_function(input_fn))
87
88 return execution_function
C:\progtools\anaconda3\lib\site-packages\tensorflow_core\python\eager\def_function.py in __call__(self, *args, **kwds)
437 # Lifting succeeded, so variables are initialized and we can run the
438 # stateless function.
--> 439 return self._stateless_fn(*args, **kwds)
440 else:
441 canon_args, canon_kwds = \
C:\progtools\anaconda3\lib\site-packages\tensorflow_core\python\eager\function.py in __call__(self, *args, **kwargs)
1820 """Calls a graph function specialized to the inputs."""
1821 graph_function, args, kwargs = self._maybe_define_function(args, kwargs)
-> 1822 return graph_function._filtered_call(args, kwargs) # pylint: disable=protected-access
1823
1824 @property
C:\progtools\anaconda3\lib\site-packages\tensorflow_core\python\eager\function.py in _filtered_call(self, args, kwargs)
1139 if isinstance(t, (ops.Tensor,
1140 resource_variable_ops.BaseResourceVariable))),
-> 1141 self.captured_inputs)
1142
1143 def _call_flat(self, args, captured_inputs, cancellation_manager=None):
C:\progtools\anaconda3\lib\site-packages\tensorflow_core\python\eager\function.py in _call_flat(self, args, captured_inputs, cancellation_manager)
1222 if executing_eagerly:
1223 flat_outputs = forward_function.call(
-> 1224 ctx, args, cancellation_manager=cancellation_manager)
1225 else:
1226 gradient_name = self._delayed_rewrite_functions.register()
C:\progtools\anaconda3\lib\site-packages\tensorflow_core\python\eager\function.py in call(self, ctx, args, cancellation_manager)
509 inputs=args,
510 attrs=("executor_type", executor_type, "config_proto", config),
--> 511 ctx=ctx)
512 else:
513 outputs = execute.execute_with_cancellation(
C:\progtools\anaconda3\lib\site-packages\tensorflow_core\python\eager\execute.py in quick_execute(op_name, num_outputs, inputs, attrs, ctx, name)
65 else:
66 message = e.message
---> 67 six.raise_from(core._status_to_exception(e.code, message), None)
68 except TypeError as e:
69 keras_symbolic_tensors = [
C:\progtools\anaconda3\lib\site-packages\six.py in raise_from(value, from_value)
UnknownError: Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above.
[[node model_1/conv_0/Conv2D (defined at C:\progtools\anaconda3\lib\site-packages\tensorflow_core\python\framework\ops.py:1751) ]] [Op:__inference_distributed_function_2489]
Function call stack:
distributed_function
%% Cell type:code id: tags:
``` python
evaluate_regression_model(model, testX, testY, normalizer, show_plot=True)
model.save(final_model_weight)
```
%% Cell type:code id: tags:
``` python
```
0% or .
You are about to add 0 people to the discussion. Proceed with caution.
Please register or to comment