Planche B. Hands-On Computer Vision with TensorFlow 2..2019

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Number of Files:
209
Content Size:
70.94MB
Convert On:
2019-11-11
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Code/.gitignore
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Code/banner_images/book_cover.png
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Code/banner_images/logo_amazon.png
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Code/banner_images/logo_oreilly.png
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Code/banner_images/logo_packt.png
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Code/banner_images/README.md
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Code/Chapter01/__init__.py
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Code/Chapter01/fully_connected_layer.py
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Code/Chapter01/neuron.py
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Code/Chapter01/README.md
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Code/Chapter01/simple_network.py
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Code/Chapter02/ch2_nb1_mnist_keras.ipynb
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Code/Chapter02/README.md
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Code/Chapter03/__init__.py
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Code/Chapter03/ch3_nb1_discover_cnns_basic_ops.ipynb
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Code/Chapter03/ch3_nb2_build_and_train_first_cnn_with_tf2.ipynb
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Code/Chapter03/ch3_nb3_experiment_with_optimizers.ipynb
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Code/Chapter03/ch3_nb4_apply_regularization_methods_to_cnns.ipynb
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Code/Chapter03/README.md
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Code/Chapter03/res/bird_pic_by_benjamin_planche.png
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Code/Chapter04/__init__.py
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Code/Chapter04/ch4_nb2_reuse_models_from_keras_apps.ipynb
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Code/Chapter04/ch4_nb3_fetch_models_from_tf_hub.ipynb
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Code/Chapter04/ch4_nb4_apply_transfer_learning.ipynb
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Code/Chapter04/ch4_nb5_explore_imagenet_and_its_tiny_version.ipynb
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Code/Chapter04/cifar_utils.py
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Code/Chapter04/classification_utils.py
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Code/Chapter04/keras_custom_callbacks.py
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Code/Chapter04/notebook_images/resnet_keras_app_tensorboard_training.png
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Code/Chapter04/resnet_functional.py
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Code/Chapter04/resnet_objectoriented.py
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Code/Chapter04/tiny_imagenet_utils.py
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Code/Chapter05/.gitignore
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Code/Chapter05/ch5_nb1_yolo_inference.ipynb
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Code/Chapter05/coco.names
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Code/Chapter05/convert.py
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Code/Chapter05/dog_example.jpg
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Code/Chapter05/models.py
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Code/Chapter05/README.md
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Code/Chapter05/utils.py
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Code/Chapter06/__init__.py
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Code/Chapter06/ch6_nb1_discover_autoencoders.ipynb
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Code/Chapter06/ch6_nb2_denoise_with_autoencoders.ipynb
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Code/Chapter06/ch6_nb3_improve_image_quality_with_dae.ipynb
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Code/Chapter06/ch6_nb4_preparing_data_for_smart_car_apps.ipynb
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Code/Chapter06/ch6_nb5_build_and_train_a_fcn8s_semantic_segmentation_model_for_smart_cars.ipynb
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Code/Chapter06/ch6_nb6_build_and_train_a_unet_for_urban_object_and_instance_segmentation.ipynb
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Code/Chapter06/cityscapes_utils.py
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Code/Chapter06/fcn.py
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Code/Chapter06/notebook_images/fcn.png
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Code/Chapter06/notebook_images/tensorboard_result_grid.png
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Code/Chapter06/notebook_images/unet.png
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Code/Chapter06/tf_losses_and_metrics.py
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Code/Chapter06/tf_math.py
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Code/Chapter06/unet.py
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Code/Chapter07/ch7_nb1_set_up_efficient_input_pipelines_with_tf_data.ipynb
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Code/Chapter07/ch7_nb2_generate_and_parse_tfrecords.ipynb
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Code/Chapter07/ch7_nb3_render_images_from_3d_models.ipynb
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Code/Chapter07/ch7_nb4_train_segmentation_model_on_synthetic_images.ipynb
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Code/Chapter07/ch7_nb5_train_a_simple_domain_adversarial_network_(dann).ipynb
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Code/Chapter07/ch7_nb6_apply_dann_to_train_segmentation_model_on_synthetic_data.ipynb
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Code/Chapter07/fcn.py
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Code/Chapter07/plot_utils.py
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Code/Chapter07/synthia_utils.py
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Code/Chapter09/.gitignore
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Code/Chapter09/ch9_nb1_profiling.ipynb
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Code/Chapter09/ch9_nb2_nms_speed_comparison.ipynb
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Code/Chapter09/ch9_nb3_train_model.ipynb
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Code/Chapter09/coreml_ios/.gitignore
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Code/Chapter09/coreml_ios/Core ML Demo.xcodeproj/project.pbxproj
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Code/Chapter09/coreml_ios/Core ML Demo.xcodeproj/project.xcworkspace/contents.xcworkspacedata
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Code/Chapter09/coreml_ios/Core ML Demo.xcworkspace/contents.xcworkspacedata
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Code/Chapter09/coreml_ios/Core ML Demo/AppDelegate.swift
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Code/Chapter09/coreml_ios/Core ML Demo/Base.lproj/LaunchScreen.storyboard
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Code/Chapter09/coreml_ios/Core ML Demo/Base.lproj/Main.storyboard
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Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/Array.swift
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Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/CoreMLHelpers.h
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Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/CVPixelBuffer+Helpers.swift
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Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/Info.plist
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Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/Math.swift
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Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/MLMultiArray+Image.swift
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Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/NonMaxSuppression.swift
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Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/Predictions.swift
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Code/Chapter09/coreml_ios/Core ML Demo/VisionObjectRecognitionViewController.swift
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Code/Chapter09/images/header.jpg
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Code/Chapter09/README.md
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Code/Chapter09/tf_lite_android/demo/.gitignore
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Code/Chapter09/tf_lite_android/demo/app/build.gradle
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Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/AutoFitTextureView.java
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Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/BorderedText.java
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Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/Camera2BasicFragment.java
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Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/CameraActivity.java
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Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/GpuDelegateHelper.java
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Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/ImageClassifier.java
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Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/ImageClassifierFloatInception.java
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Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/ImageClassifierFloatMobileNet.java
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Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/ImageClassifierQuantizedMobileNet.java
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Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/OverlayView.java
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Code/Software Hardware List.pdf
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Planche B. et al. Hands-On Computer Vision with TensorFlow 2...2019.pdf
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