├── Chapter-1-Housing-Price-Prediction ├── bj_housing.csv └── housing.csv ├── Chapter-10-Dog-Breeds-Recognition ├── Maltese_06726.jpg ├── README.md └── victor_test.jpeg ├── Chapter-11-Face-Recognition ├── README.md ├── haarcascade_frontalface_alt.xml └── victor_test.jpeg ├── Chapter-12-Facial-Expression-Recognition ├── README.md ├── facial_expression_recog_model_architecture.json ├── facial_expression_recog_model_weights.h5 ├── haarcascade_frontalface_alt2.xml ├── haarcascade_frontalface_default.xml └── test_imgs │ ├── victor_1.jpg │ ├── victor_2.jpg │ ├── victor_3.jpg │ ├── victor_4.jpg │ ├── victor_5.jpg │ ├── victor_6.jpg │ ├── victor_7.jpg │ ├── victor_8.jpg │ ├── video.mp4 │ ├── video_clipped.mp4 │ └── video_clipped_中文.mp4 ├── Chapter-13-Human-Pose-Estimation ├── README.md └── test_imgs │ ├── Victor_test_0.jpg │ ├── Victor_test_0_out.png │ ├── Victor_test_1.jpg │ ├── Victor_test_1_out.png │ ├── effect_0.png │ ├── effect_1.png │ ├── effect_3.png │ ├── effect_4.png │ ├── effect_5.png │ ├── test_video_1.mp4 │ ├── test_video_1_effect_0.png │ ├── test_video_1_effect_1.png │ ├── test_video_1_effect_3.png │ └── test_video_1_out.mp4 ├── Chapter-14-Skin-Cancer-Classification ├── README.md └── nevus_ISIC_0007332.jpg ├── Chapter-15-Object-Detection └── test_image1.jpeg ├── Chapter-16-Image-Captioning ├── Image_Caption.ipynb ├── README.md └── test_singapore_financial_center.jpeg ├── Chapter-17-TV-Script-Generation └── README.md ├── Chapter-18-Style-Transferring ├── rough_sea.jpeg ├── the_shipwreck_of_the_minotaur.jpg ├── udnie.jpg ├── wangjing_selfie.jpg ├── xiangshan.jpeg ├── 效果图1.png ├── 效果图2.png └── 效果图3.png ├── Chapter-19-Face-Generation └── README.md ├── Chapter-2-Titanic-Survival-Exploration ├── gender_submission.csv ├── test.csv ├── titanic_dataset.csv └── train.csv ├── Chapter-20-Photos-Super-Resolution ├── blur_img_test0.jpg ├── blur_img_test0_waifu2x_photo_noise3_scale_tta_1.png ├── blur_img_test1.jpg ├── blur_img_test2.jpg └── generated_video.mp4 ├── Chapter-21-CycleGAN ├── README.md ├── horse2zebra效果图 │ ├── horse.png │ ├── horse1.jpg │ ├── horse2.jpg │ ├── zebra.png │ ├── zebra1.jpg │ └── zebra2.jpg └── man2woman效果图 │ ├── 11_female_0.jpg │ ├── 11_female_output_0.jpg │ ├── 22_female_1.jpg │ ├── 22_female_1_output.jpg │ ├── 22_female_1_reverse.jpg │ ├── 33_male_0_output.jpg │ ├── 44_male_0.jpg │ ├── 55_male_1.jpg │ ├── 55_male_1_output.jpg │ ├── 55_male_1_output_1.jpg │ ├── 66_male_2.jpg │ ├── 66_male_2_output.jpg │ ├── 77_female_2.jpg │ ├── 77_female_2_256x256.jpg │ ├── 77_female_2_output.jpg │ ├── 77_female_2_output_256x256.jpg │ ├── 88_female_3.jpg │ ├── 88_female_3_output1.jpg │ ├── 99_female_4.jpg │ ├── 99_female_4_reverse.jpg │ ├── Victor_1.jpg │ ├── Victor_2.jpg │ ├── Victor_3.jpg │ └── faceswap.py ├── Chapter-3-Bike-Sharing-Analysis ├── Readme.txt ├── day.csv └── hour.csv ├── Chapter-4-Lottery3D-Prediction └── 3d_lottery.csv ├── Chapter-5-Stock-Prediction ├── BaiduStock.csv ├── MicrosoftStock.csv └── prophet_evaluator.py ├── Chapter-6-Spam-Email-Prediction └── README.md ├── Chapter-7-Sentiment-Analysis └── README.md ├── Chapter-8-Language-Translation └── fra-eng.zip ├── Python Code.zip └── README.md /Chapter-1-Housing-Price-Prediction/bj_housing.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/21-projects-for-deep-learning/MyBook/HEAD/Chapter-1-Housing-Price-Prediction/bj_housing.csv -------------------------------------------------------------------------------- /Chapter-1-Housing-Price-Prediction/housing.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/21-projects-for-deep-learning/MyBook/HEAD/Chapter-1-Housing-Price-Prediction/housing.csv -------------------------------------------------------------------------------- /Chapter-10-Dog-Breeds-Recognition/Maltese_06726.jpg: -------------------------------------------------------------------------------- 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