├── .gitignore ├── Chapter01 ├── 1_hello_tensorflow.py ├── 2_add.py └── 3_add_tensorboard.py ├── Chapter02 ├── 1_mnist_tf_perceptron.py ├── 2_mnist_cnn.py ├── 3_mnist_keras.py ├── 4_cat_vs_dog_data_prep.py ├── 5_cat_vs_dog_cnn.py ├── 6_cat_vs_dog_augmentation.py ├── 7_cat_vs_dog_bottleneck.py └── 8_cat_vs_dog_fine_tune.py ├── Chapter03 ├── 1_embedding_vis.py ├── 2_guided_back_prop.py ├── 3_deep_dream.py ├── 4_export_model.py ├── 5_serving_client.py ├── 6_bottleneck_features.py ├── 7_annoy.py ├── 8_auto_encoder.py ├── 9_denoising.py ├── cat.1000.jpg ├── cat.1001.jpg ├── dream_mountain.jpg ├── mnist_10k_sprite.png └── mountain.jpg ├── Chapter04 ├── 1_iou.py ├── 2_overfeat.py ├── 3_object_detection_api.py ├── 4_yolo.py └── pascal_voc.py ├── Chapter05 ├── 1_segnet.py ├── 2_nerve_segmentation.py ├── 3_satellite.py └── data.py ├── Chapter06 ├── 1_contrastive_loss.py ├── 2_siamese_network.py ├── 3_triplet_loss.py ├── 4_triplet_mining.py ├── 5_fiducial_points.py └── 6_extract_features.py ├── Chapter07 └── 1_caption_attention.py ├── Chapter08 ├── 1_style_transfer.py ├── 2_vanilla_gan.py ├── 3_conditional_gan.py ├── 4_adverserial_loss.py ├── 5_image_translation.py ├── 6_infogan.py ├── bird_orig.png ├── starry_night.png ├── utils.py └── vgg16_avg.py ├── Chapter09 ├── 1_video_to_frames_1.py ├── 2_parallel_stream.py ├── 3_lstm_after_cnn.py └── 4_3d_convolution.py ├── Chapter10 └── 1_ios.py ├── LICENSE └── README.md /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Learning-for-Computer-Vision/HEAD/.gitignore -------------------------------------------------------------------------------- /Chapter01/1_hello_tensorflow.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Learning-for-Computer-Vision/HEAD/Chapter01/1_hello_tensorflow.py 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