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

Creation Time	April 21, 2024, 1:40 p.m.
Last Access Time	Feb. 1, 2026, 2:10 p.m.
File Size	70.9 MB
Keywords	2 B Hands-On Planche Computer 2019 TensorFlow with Vision
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Planche B. et al. Hands-On Computer Vision with TensorFlow 2...2019.pdf 20.4 MB
Code/Chapter09/tfjs/static/emotion_detection/group1-shard1of4.bin 4.0 MB
Code/Chapter09/tfjs/static/emotion_detection/group1-shard2of4.bin 4.0 MB
Code/Chapter09/tfjs/static/emotion_detection/group1-shard3of4.bin 4.0 MB
Code/Chapter09/tfjs/static/emotion_detection_old/group1-shard1of4 4.0 MB
Code/Chapter09/tfjs/static/emotion_detection_old/group1-shard2of4 4.0 MB
Code/Chapter09/tfjs/static/emotion_detection_old/group1-shard3of4 4.0 MB
Code/Chapter06/ch6_nb5_build_and_train_a_fcn8s_semantic_segmentation_model_for_smart_cars.ipynb 2.8 MB
Code/Chapter06/ch6_nb6_build_and_train_a_unet_for_urban_object_and_instance_segmentation.ipynb 2.6 MB
Code/Chapter07/ch7_nb4_train_segmentation_model_on_synthetic_images.ipynb 2.3 MB
Code/Chapter07/ch7_nb1_set_up_efficient_input_pipelines_with_tf_data.ipynb 2.2 MB
Code/Chapter06/ch6_nb4_preparing_data_for_smart_car_apps.ipynb 1.4 MB
Code/Chapter06/ch6_nb3_improve_image_quality_with_dae.ipynb 1.4 MB
Code/Chapter04/ch4_nb3_fetch_models_from_tf_hub.ipynb 1.1 MB
Code/Chapter07/ch7_nb6_apply_dann_to_train_segmentation_model_on_synthetic_data.ipynb 847.7 KB
Code/Chapter04/ch4_nb4_apply_transfer_learning.ipynb 744.1 KB
Code/Chapter04/ch4_nb1_implement_resnet_from_scratch.ipynb 717.0 KB
Code/Chapter04/ch4_nb2_reuse_models_from_keras_apps.ipynb 668.2 KB
Code/Chapter07/ch7_nb7_generate_images_with_vae_models.ipynb 546.1 KB
Code/Chapter07/ch7_nb8_generate_images_with_gan_models.ipynb 545.9 KB
Code/Chapter03/ch3_nb1_discover_cnns_basic_ops.ipynb 441.8 KB
Code/Chapter03/res/bird_pic_by_benjamin_planche.png 405.9 KB
Code/Chapter09/tfjs/package-lock.json 399.1 KB
Code/Chapter06/ch6_nb1_discover_autoencoders.ipynb 379.9 KB
Code/Chapter08/data/trainlist01.txt 376.6 KB
Code/Chapter07/ch7_nb3_render_images_from_3d_models.ipynb 353.2 KB
Code/Chapter09/tfjs/static/emotion_detection_old/group1-shard4of4 350.5 KB
Code/Chapter07/ch7_nb5_train_a_simple_domain_adversarial_network_(dann).ipynb 318.4 KB
Code/Software Hardware List.pdf 274.4 KB
Code/Chapter06/ch6_nb2_denoise_with_autoencoders.ipynb 272.5 KB
Code/Chapter09/tfjs/static/emotion_detection/group1-shard4of4.bin 241.7 KB
Code/Chapter09/tfjs/yarn.lock 195.2 KB
Code/Chapter06/notebook_images/fcn.png 190.7 KB
Code/Chapter09/tfjs/static/face_detection/tiny_face_detector_model-shard1 188.8 KB
Code/Chapter09/tfjs/static/face_detection/tiny_face_detector_model-shard1.weight 188.8 KB
Code/Chapter06/notebook_images/unet.png 177.6 KB
Code/Chapter05/dog_example.jpg 159.9 KB
Code/Chapter08/data/testlist01.txt 138.6 KB
Code/Chapter04/res/palm_tree_and_lamp_pic_by_benjamin_planche.png 136.3 KB
Code/Chapter04/res/forrest_pic_by_benjamin_planche.png 136.0 KB
Code/Chapter04/res/man_pic_by_benjamin_planche.png 135.0 KB
Code/Chapter03/ch3_nb4_apply_regularization_methods_to_cnns.ipynb 132.7 KB
Code/Chapter07/ch7_nb2_generate_and_parse_tfrecords.ipynb 132.6 KB
Code/Chapter04/res/rain_forest_pic_by_benjamin_planche.png 131.9 KB
Code/Chapter04/res/crab_by_benjamin_planche.png 130.0 KB
Code/Chapter04/res/rabbit_pic_by_benjamin_planche.png 130.0 KB
Code/Chapter04/res/woman_pic_by_benjamin_planche.png 129.6 KB
Code/Chapter04/res/butterfly_pic_by_benjamin_planche.png 129.6 KB
Code/Chapter04/notebook_images/resnet_keras_app_tensorboard_training.png 124.7 KB
Code/Chapter04/res/schoolbus_pic_by_benjamin_planche.png 123.2 KB
Code/Chapter04/notebook_images/resnet_keras_app_transfer_learning_training.png 122.7 KB
Code/Chapter09/images/header.jpg 122.5 KB
Code/banner_images/book_cover.png 119.4 KB
Code/Chapter04/res/mountain_pic_by_benjamin_planche.png 108.2 KB
Code/Chapter04/notebook_images/tf_hub_tensorboard_training.png 107.3 KB
Code/Chapter04/res/bed_pic_by_benjamin_planche.png 104.5 KB
Code/Chapter04/res/castle_pic_by_benjamin_planche.png 100.8 KB
Code/Chapter04/res/cloud_pic_by_benjamin_planche.png 99.3 KB
Code/Chapter03/ch3_nb3_experiment_with_optimizers.ipynb 90.8 KB
Code/Chapter04/res/bridge_by_benjamin_planche.png 70.9 KB
Code/Chapter09/ch9_nb3_train_model.ipynb 70.8 KB
Code/Chapter04/res/snow_bicycle_by_benjamin_planche.png 61.9 KB
Code/Chapter04/ch4_nb5_explore_imagenet_and_its_tiny_version.ipynb 60.1 KB
Code/Chapter01/ch1_nb1_build_and_train_neural_network_from_scratch.ipynb 58.5 KB
Code/Chapter09/tfjs/static/emotion_detection_old/model.json 53.8 KB
Code/Chapter09/tf_lite_android/demo/gradle/wrapper/gradle-wrapper.jar 52.4 KB
Code/banner_images/logo_oreilly.png 51.2 KB
Code/Chapter09/tfjs/static/emotion_detection/model.json 43.0 KB
Code/Chapter09/tfjs/cat.jpg 40.1 KB
Code/Chapter09/ch9_nb2_nms_speed_comparison.ipynb 38.9 KB
Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/Camera2BasicFragment.java 36.6 KB
Code/Chapter04/res/sea_by_benjamin_planche.png 34.7 KB
Code/Chapter03/ch3_nb2_build_and_train_first_cnn_with_tf2.ipynb 30.7 KB
Code/Chapter06/notebook_images/tensorboard_result_grid.png 30.7 KB
Code/Chapter08/ch8_nb1_action_recognition.ipynb 25.9 KB
Code/Chapter09/coreml_ios/Core ML Demo.xcodeproj/project.pbxproj 25.6 KB
Code/Chapter09/tf_lite_android/demo/app/src/main/res/drawable-xxhdpi/logo.png 22.9 KB
Code/Chapter07/renderer.py 18.6 KB
Code/Chapter04/resnet_objectoriented.py 14.9 KB
Code/Chapter06/cityscapes_utils.py 14.4 KB
Code/Chapter07/cityscapes_utils.py 14.4 KB
Code/Chapter02/ch2_nb1_mnist_keras.ipynb 13.8 KB
Code/Chapter06/tf_losses_and_metrics.py 13.4 KB
Code/Chapter07/tf_losses_and_metrics.py 13.4 KB
Code/Chapter04/resnet_functional.py 12.4 KB
Code/Chapter04/tiny_imagenet_utils.py 12.0 KB
Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/ImageClassifier.java 11.3 KB
Code/Chapter09/coreml_ios/Core ML Demo/VisionObjectRecognitionViewController.swift 10.2 KB
Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/MultiArray.swift 10.2 KB
Code/Chapter09/tf_lite_android/demo/app/src/main/res/drawable-xxhdpi/ic_launcher.png 10.0 KB
Code/Chapter05/models.py 9.0 KB
Code/Chapter05/ch5_nb1_yolo_inference.ipynb 8.4 KB
Code/Chapter06/keras_custom_callbacks.py 8.4 KB
Code/Chapter07/keras_custom_callbacks.py 8.4 KB
Code/Chapter01/simple_network.py 8.1 KB
Code/Chapter01/mnist/__init__.py 7.3 KB
Code/Chapter09/ch9_nb1_profiling.ipynb 7.2 KB
Code/Chapter05/utils.py 7.1 KB
Code/Chapter06/unet.py 7.0 KB
Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/UIImage+CVPixelBuffer.swift 7.0 KB
Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/NonMaxSuppression.swift 6.7 KB
Code/Chapter07/synthia_utils.py 6.4 KB
Code/banner_images/logo_packt.png 6.3 KB
Code/banner_images/logo_amazon.png 5.8 KB
Code/Chapter09/tf_lite_android/demo/app/src/main/res/drawable-xhdpi/ic_launcher.png 5.5 KB
Code/Chapter01/fully_connected_layer.py 5.4 KB
Code/Chapter09/coreml_ios/Core ML Demo/ViewController.swift 5.4 KB
Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/CVPixelBuffer+Helpers.swift 5.0 KB
Code/Chapter09/tf_lite_android/demo/app/src/main/res/layout/fragment_camera2_basic.xml 5.0 KB
Code/Chapter04/cifar_utils.py 4.9 KB
Code/Chapter09/tf_lite_android/demo/gradlew 4.9 KB
Code/Chapter09/tf_lite_android/demo/app/src/main/res/layout-v26/fragment_camera2_basic.xml 4.8 KB
Code/Chapter07/README.md 4.5 KB
Code/Chapter06/mnist_utils.py 4.4 KB
Code/Chapter09/coreml_ios/Core ML Demo/Base.lproj/Main.storyboard 4.4 KB
Code/Chapter06/README.md 4.2 KB
Code/Chapter06/plot_utils.py 4.1 KB
Code/Chapter07/plot_utils.py 4.1 KB
Code/Chapter09/tfjs/index.js 4.0 KB
Code/Chapter04/classification_utils.py 4.0 KB
Code/Chapter06/tf_math.py 4.0 KB
Code/Chapter07/tf_math.py 4.0 KB
Code/Chapter09/tf_lite_android/demo/app/src/main/res/layout-land/fragment_camera2_basic.xml 4.0 KB
Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/BorderedText.java 3.7 KB
Code/Chapter07/fcn.py 3.7 KB
Code/Chapter09/tf_lite_android/demo/app/src/main/res/drawable-hdpi/ic_launcher.png 3.6 KB
Code/Chapter06/fcn.py 3.5 KB
Code/Chapter04/README.md 3.4 KB
Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/ImageClassifierFloatInception.java 3.0 KB
Code/Chapter09/tfjs/static/face_detection/tiny_face_detector_model-weights_manifest.json 2.9 KB
Code/Chapter04/keras_custom_callbacks.py 2.8 KB
Code/Chapter01/neuron.py 2.7 KB
Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/ImageClassifierQuantizedMobileNet.java 2.6 KB
Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/ImageClassifierFloatMobileNet.java 2.5 KB
Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/AutoFitTextureView.java 2.5 KB
Code/Chapter09/tf_lite_android/demo/README.md 2.4 KB
Code/Chapter09/tf_lite_android/demo/gradlew.bat 2.3 KB
Code/Chapter09/coreml_ios/Core ML Demo/AppDelegate.swift 2.1 KB
Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/Array.swift 2.0 KB
Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/Predictions.swift 1.9 KB
Code/Chapter09/tf_lite_android/demo/app/src/main/AndroidManifest.xml 1.8 KB
Code/Chapter09/tf_lite_android/demo/app/src/main/res/drawable-mdpi/ic_launcher.png 1.8 KB
Code/Chapter01/README.md 1.7 KB
Code/Chapter09/coreml_ios/Core ML Demo/Base.lproj/LaunchScreen.storyboard 1.6 KB
Code/Chapter09/tf_lite_android/demo/app/build.gradle 1.6 KB
Code/Chapter09/tfjs/serve.sh 1.6 KB
Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/OverlayView.java 1.6 KB
Code/Chapter09/coreml_ios/Core ML Demo/Assets.xcassets/AppIcon.appiconset/Contents.json 1.6 KB
Code/Chapter03/README.md 1.5 KB
Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/GpuDelegateHelper.java 1.5 KB
Code/Chapter09/coreml_ios/Core ML Demo/Info.plist 1.5 KB
Code/Chapter09/tf_lite_android/demo/app/src/main/res/values/strings.xml 1.4 KB
Code/Chapter09/tfjs/index.html 1.4 KB
Code/Chapter09/tf_lite_android/demo/app/src/main/res/values/template-styles.xml 1.3 KB
Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/MLMultiArray+Image.swift 1.3 KB
Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/Math.swift 1.2 KB
Code/Chapter09/tf_lite_android/demo/app/src/main/BUILD 1.2 KB
Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/CameraActivity.java 1.2 KB
Code/Chapter09/tf_lite_android/demo/app/src/main/res/values/template-dimens.xml 1.1 KB
Code/Chapter09/tf_lite_android/demo/app/src/main/res/values/base-strings.xml 1.0 KB
Code/Chapter09/tf_lite_android/demo/app/src/main/res/layout/activity_camera.xml 953 bytes
Code/Chapter09/tf_lite_android/demo/app/src/main/res/drawable-xxhdpi/ic_action_info.png 952 bytes
Code/Chapter09/tf_lite_android/demo/app/src/main/res/values/styles.xml 925 bytes
Code/Chapter09/README.md 907 bytes
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Code/Chapter09/tf_lite_android/demo/app/src/main/res/values/colors.xml 860 bytes
Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/Info.plist 859 bytes
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Code/Chapter05/convert.py 759 bytes
Code/Chapter09/tf_lite_android/demo/gradle.properties 730 bytes
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Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/CoreMLHelpers.h 533 bytes
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Code/Chapter09/.gitignore 32 bytes
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