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.babelrc
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.gitignore
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GITIGNORE
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AndroidManifest.xml
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AppDelegate.swift
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SWIFT
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Array.swift
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SWIFT
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AutoFitTextureView.java
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JAVA
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BUILD
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BorderedText.java
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JAVA
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CVPixelBuffer+Helpers.swift
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SWIFT
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Camera2BasicFragment.java
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JAVA
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CameraActivity.java
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JAVA
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Contents.json
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JSON
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CoreMLHelpers.h
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H
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GpuDelegateHelper.java
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JAVA
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IDEWorkspaceChecks.plist
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PLIST
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ImageClassifier.java
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JAVA
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ImageClassifierFloatInception.java
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JAVA
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ImageClassifierFloatMobileNet.java
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JAVA
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ImageClassifierQuantizedMobileNet.java
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JAVA
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Info.plist
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PLIST
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LaunchScreen.storyboard
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STORYBOARD
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MLMultiArray+Image.swift
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SWIFT
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Main.storyboard
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STORYBOARD
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Math.swift
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MultiArray.swift
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SWIFT
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NonMaxSuppression.swift
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SWIFT
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OverlayView.java
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JAVA
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Planche B. et al. Hands-On Computer Vision with TensorFlow 2...2019.pdf
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PDF
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20.4 MB
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Podfile
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Podfile.lock
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LOCK
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Predictions.swift
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SWIFT
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README.md
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MD
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README.txt
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TXT
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Software Hardware List.pdf
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PDF
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UIImage+CVPixelBuffer.swift
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SWIFT
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ViewController.swift
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SWIFT
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VisionObjectRecognitionViewController.swift
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SWIFT
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__init__.py
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PY
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activity_camera.xml
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XML
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base-colors.xml
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base-strings.xml
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XML
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base-template-styles.xml
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bed_pic_by_benjamin_planche.png
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bird_pic_by_benjamin_planche.png
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book_cover.png
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bridge_by_benjamin_planche.png
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build.gradle
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GRADLE
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butterfly_pic_by_benjamin_planche.png
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castle_pic_by_benjamin_planche.png
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cat.jpg
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ch1_nb1_build_and_train_neural_network_from_scratch.ipynb
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IPYNB
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ch2_nb1_mnist_keras.ipynb
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IPYNB
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ch3_nb1_discover_cnns_basic_ops.ipynb
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IPYNB
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ch3_nb2_build_and_train_first_cnn_with_tf2.ipynb
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IPYNB
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ch3_nb3_experiment_with_optimizers.ipynb
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ch3_nb4_apply_regularization_methods_to_cnns.ipynb
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IPYNB
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ch4_nb1_implement_resnet_from_scratch.ipynb
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ch4_nb2_reuse_models_from_keras_apps.ipynb
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ch4_nb3_fetch_models_from_tf_hub.ipynb
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ch4_nb4_apply_transfer_learning.ipynb
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ch4_nb5_explore_imagenet_and_its_tiny_version.ipynb
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ch5_nb1_yolo_inference.ipynb
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ch6_nb1_discover_autoencoders.ipynb
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ch6_nb2_denoise_with_autoencoders.ipynb
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ch6_nb3_improve_image_quality_with_dae.ipynb
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ch6_nb4_preparing_data_for_smart_car_apps.ipynb
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IPYNB
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ch6_nb5_build_and_train_a_fcn8s_semantic_segmentation_model_for_smart_cars.ipynb
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ch6_nb6_build_and_train_a_unet_for_urban_object_and_instance_segmentation.ipynb
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IPYNB
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ch7_nb1_set_up_efficient_input_pipelines_with_tf_data.ipynb
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ch7_nb2_generate_and_parse_tfrecords.ipynb
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ch7_nb3_render_images_from_3d_models.ipynb
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IPYNB
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ch7_nb4_train_segmentation_model_on_synthetic_images.ipynb
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IPYNB
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ch7_nb5_train_a_simple_domain_adversarial_network_(dann).ipynb
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IPYNB
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ch7_nb6_apply_dann_to_train_segmentation_model_on_synthetic_data.ipynb
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IPYNB
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ch7_nb7_generate_images_with_vae_models.ipynb
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IPYNB
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ch7_nb8_generate_images_with_gan_models.ipynb
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IPYNB
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ch8_nb1_action_recognition.ipynb
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ch9_nb1_profiling.ipynb
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IPYNB
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ch9_nb2_nms_speed_comparison.ipynb
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ch9_nb3_train_model.ipynb
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IPYNB
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cifar_utils.py
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PY
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cityscapes_utils.py
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PY
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classification_utils.py
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PY
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cloud_pic_by_benjamin_planche.png
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PNG
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coco.names
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NAMES
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colors.xml
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XML
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contents.xcworkspacedata
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XCWORKSPACEDATA
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convert.py
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PY
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crab_by_benjamin_planche.png
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dog_example.jpg
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fcn.png
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fcn.py
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PY
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forrest_pic_by_benjamin_planche.png
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fragment_camera2_basic.xml
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XML
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fully_connected_layer.py
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PY
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gradle-wrapper.jar
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JAR
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gradle-wrapper.properties
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PROPERTIES
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gradle.properties
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PROPERTIES
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gradlew
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gradlew.bat
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BAT
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group1-shard1of4
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group1-shard1of4.bin
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group1-shard2of4
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group1-shard2of4.bin
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group1-shard3of4
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group1-shard3of4.bin
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group1-shard4of4
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group1-shard4of4.bin
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header.jpg
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ic_action_info.png
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ic_launcher.png
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index.html
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HTML
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index.js
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JS
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item_selector.xml
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XML
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keras_custom_callbacks.py
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PY
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labels_emotion.txt
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TXT
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listview_row.xml
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logo.png
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logo_amazon.png
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logo_oreilly.png
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man_pic_by_benjamin_planche.png
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mnist_utils.py
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PY
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model.json
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JSON
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models.py
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PY
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mountain_pic_by_benjamin_planche.png
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neuron.py
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package-lock.json
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package.json
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palm_tree_and_lamp_pic_by_benjamin_planche.png
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plot_utils.py
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PY
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project.pbxproj
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PBXPROJ
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rabbit_pic_by_benjamin_planche.png
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rain_forest_pic_by_benjamin_planche.png
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renderer.py
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PY
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resnet_functional.py
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resnet_keras_app_tensorboard_training.png
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resnet_keras_app_transfer_learning_training.png
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resnet_objectoriented.py
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schoolbus_pic_by_benjamin_planche.png
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sea_by_benjamin_planche.png
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serve.sh
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SH
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settings.gradle
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simple_network.py
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snow_bicycle_by_benjamin_planche.png
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strings.xml
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styles.xml
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synthia_utils.py
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PY
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template-dimens.xml
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template-styles.xml
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tensorboard_result_grid.png
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testlist01.txt
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tf_hub_tensorboard_training.png
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tf_losses_and_metrics.py
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tf_math.py
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tile.9.png
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tiny_face_detector_model-shard1
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tiny_face_detector_model-shard1.weight
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tiny_face_detector_model-weights_manifest.json
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tiny_imagenet_utils.py
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trainlist01.txt
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unet.png
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unet.py
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utils.py
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woman_pic_by_benjamin_planche.png
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yarn.lock
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