├── .gitignore
├── AUTHORS
├── CODEOWNERS
├── CONTRIBUTING.md
├── LICENSE
├── README.md
├── __init__.py
├── courses
├── udacity_deep_learning
│ ├── .gitignore
│ ├── 1_notmnist.ipynb
│ ├── 2_fullyconnected.ipynb
│ ├── 3_regularization.ipynb
│ ├── 4_convolutions.ipynb
│ ├── 5_word2vec.ipynb
│ ├── 6_lstm.ipynb
│ ├── Dockerfile
│ └── README.md
├── udacity_intro_to_tensorflow_for_deep_learning
│ ├── l01c01_introduction_to_colab_and_python.ipynb
│ ├── l02c01_celsius_to_fahrenheit.ipynb
│ ├── l03c01_classifying_images_of_clothing.ipynb
│ ├── l04c01_image_classification_with_cnns.ipynb
│ ├── l05c01_dogs_vs_cats_without_augmentation.ipynb
│ ├── l05c02_dogs_vs_cats_with_augmentation.ipynb
│ ├── l05c03_exercise_flowers_with_data_augmentation.ipynb
│ ├── l05c04_exercise_flowers_with_data_augmentation_solution.ipynb
│ ├── l06c01_tensorflow_hub_and_transfer_learning.ipynb
│ ├── l06c02_exercise_flowers_with_transfer_learning.ipynb
│ ├── l06c03_exercise_flowers_with_transfer_learning_solution.ipynb
│ ├── l07c01_saving_and_loading_models.ipynb
│ ├── l08c01_common_patterns.ipynb
│ ├── l08c02_naive_forecasting.ipynb
│ ├── l08c03_moving_average.ipynb
│ ├── l08c04_time_windows.ipynb
│ ├── l08c05_forecasting_with_machine_learning.ipynb
│ ├── l08c06_forecasting_with_rnn.ipynb
│ ├── l08c07_forecasting_with_stateful_rnn.ipynb
│ ├── l08c08_forecasting_with_lstm.ipynb
│ ├── l08c09_forecasting_with_cnn.ipynb
│ ├── l09c01_nlp_turn_words_into_tokens.ipynb
│ ├── l09c02_nlp_padding.ipynb
│ ├── l09c03_nlp_prepare_larger_text_corpus.ipynb
│ ├── l09c04_nlp_embeddings_and_sentiment.ipynb
│ ├── l09c05_nlp_tweaking_the_model.ipynb
│ ├── l09c06_nlp_subwords.ipynb
│ ├── l10c01_nlp_lstms_with_reviews_subwords_dataset.ipynb
│ ├── l10c02_nlp_multiple_models_for_predicting_sentiment.ipynb
│ ├── l10c03_nlp_constructing_text_generation_model.ipynb
│ └── l10c04_nlp_optimizing_the_text_generation_model.ipynb
└── udacity_intro_to_tensorflow_lite
│ ├── tflite_c01_linear_regression.ipynb
│ ├── tflite_c02_transfer_learning.ipynb
│ ├── tflite_c03_exercise_convert_model_to_tflite.ipynb
│ ├── tflite_c04_exercise_convert_model_to_tflite_solution.ipynb
│ ├── tflite_c05_exercise_rock_paper_scissors.ipynb
│ └── tflite_c06_exercise_rock_paper_scissors_solution.ipynb
├── lite
├── .gitignore
├── README.md
├── codelabs
│ ├── digit_classifier
│ │ ├── README.md
│ │ ├── android
│ │ │ ├── finish
│ │ │ │ ├── app
│ │ │ │ │ ├── build.gradle
│ │ │ │ │ ├── proguard-rules.pro
│ │ │ │ │ └── src
│ │ │ │ │ │ └── main
│ │ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ │ ├── assets
│ │ │ │ │ │ └── ADD_TFLITE_MODEL_HERE
│ │ │ │ │ │ ├── java
│ │ │ │ │ │ └── org
│ │ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ │ └── lite
│ │ │ │ │ │ │ └── codelabs
│ │ │ │ │ │ │ └── digitclassifier
│ │ │ │ │ │ │ ├── DigitClassifier.kt
│ │ │ │ │ │ │ └── MainActivity.kt
│ │ │ │ │ │ └── res
│ │ │ │ │ │ ├── drawable-v24
│ │ │ │ │ │ └── ic_launcher_foreground.xml
│ │ │ │ │ │ ├── drawable
│ │ │ │ │ │ └── ic_launcher_background.xml
│ │ │ │ │ │ ├── layout
│ │ │ │ │ │ └── activity_main.xml
│ │ │ │ │ │ ├── mipmap-anydpi-v26
│ │ │ │ │ │ ├── ic_launcher.xml
│ │ │ │ │ │ └── ic_launcher_round.xml
│ │ │ │ │ │ ├── mipmap-hdpi
│ │ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ │ ├── mipmap-mdpi
│ │ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ │ ├── mipmap-xhdpi
│ │ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ │ ├── mipmap-xxhdpi
│ │ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ │ ├── mipmap-xxxhdpi
│ │ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ │ └── values
│ │ │ │ │ │ ├── colors.xml
│ │ │ │ │ │ ├── strings.xml
│ │ │ │ │ │ └── styles.xml
│ │ │ │ ├── build.gradle
│ │ │ │ ├── gradle.properties
│ │ │ │ ├── gradle
│ │ │ │ │ └── wrapper
│ │ │ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ │ │ └── gradle-wrapper.properties
│ │ │ │ ├── gradlew
│ │ │ │ ├── gradlew.bat
│ │ │ │ └── settings.gradle
│ │ │ └── start
│ │ │ │ ├── app
│ │ │ │ ├── build.gradle
│ │ │ │ ├── proguard-rules.pro
│ │ │ │ └── src
│ │ │ │ │ └── main
│ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ ├── assets
│ │ │ │ │ └── ADD_TFLITE_MODEL_HERE
│ │ │ │ │ ├── java
│ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── codelabs
│ │ │ │ │ │ └── digitclassifier
│ │ │ │ │ │ ├── DigitClassifier.kt
│ │ │ │ │ │ └── MainActivity.kt
│ │ │ │ │ └── res
│ │ │ │ │ ├── drawable-v24
│ │ │ │ │ └── ic_launcher_foreground.xml
│ │ │ │ │ ├── drawable
│ │ │ │ │ └── ic_launcher_background.xml
│ │ │ │ │ ├── layout
│ │ │ │ │ └── activity_main.xml
│ │ │ │ │ ├── mipmap-anydpi-v26
│ │ │ │ │ ├── ic_launcher.xml
│ │ │ │ │ └── ic_launcher_round.xml
│ │ │ │ │ ├── mipmap-hdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-mdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ └── values
│ │ │ │ │ ├── colors.xml
│ │ │ │ │ ├── strings.xml
│ │ │ │ │ └── styles.xml
│ │ │ │ ├── build.gradle
│ │ │ │ ├── gradle.properties
│ │ │ │ ├── gradle
│ │ │ │ └── wrapper
│ │ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ │ └── gradle-wrapper.properties
│ │ │ │ ├── gradlew
│ │ │ │ ├── gradlew.bat
│ │ │ │ └── settings.gradle
│ │ └── ml
│ │ │ ├── step2_train_ml_model.ipynb
│ │ │ └── step7_improve_accuracy.ipynb
│ └── flower_classification
│ │ ├── README.md
│ │ ├── android
│ │ ├── finish
│ │ │ ├── .gitignore
│ │ │ ├── app
│ │ │ │ ├── .gitignore
│ │ │ │ ├── build.gradle
│ │ │ │ ├── proguard-rules.pro
│ │ │ │ └── src
│ │ │ │ │ ├── androidTest
│ │ │ │ │ └── java
│ │ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── classification
│ │ │ │ │ │ └── ClassifierTest.java
│ │ │ │ │ └── main
│ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ ├── assets
│ │ │ │ │ ├── ADD_TFLITE_MODEL_HERE
│ │ │ │ │ └── labels.txt
│ │ │ │ │ ├── java
│ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── classification
│ │ │ │ │ │ ├── CameraActivity.java
│ │ │ │ │ │ ├── CameraConnectionFragment.java
│ │ │ │ │ │ ├── ClassifierActivity.java
│ │ │ │ │ │ ├── LegacyCameraConnectionFragment.java
│ │ │ │ │ │ ├── customview
│ │ │ │ │ │ ├── AutoFitTextureView.java
│ │ │ │ │ │ ├── OverlayView.java
│ │ │ │ │ │ ├── RecognitionScoreView.java
│ │ │ │ │ │ └── ResultsView.java
│ │ │ │ │ │ ├── env
│ │ │ │ │ │ ├── BorderedText.java
│ │ │ │ │ │ ├── ImageUtils.java
│ │ │ │ │ │ └── Logger.java
│ │ │ │ │ │ └── tflite
│ │ │ │ │ │ ├── Classifier.java
│ │ │ │ │ │ └── ClassifierFloatMobileNet.java
│ │ │ │ │ └── res
│ │ │ │ │ ├── drawable-hdpi
│ │ │ │ │ └── ic_launcher.png
│ │ │ │ │ ├── drawable-mdpi
│ │ │ │ │ └── ic_launcher.png
│ │ │ │ │ ├── drawable-v24
│ │ │ │ │ └── ic_launcher_foreground.xml
│ │ │ │ │ ├── drawable-xxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── icn_chevron_down.png
│ │ │ │ │ ├── icn_chevron_up.png
│ │ │ │ │ ├── tfl2_logo.png
│ │ │ │ │ └── tfl2_logo_dark.png
│ │ │ │ │ ├── drawable
│ │ │ │ │ ├── bottom_sheet_bg.xml
│ │ │ │ │ ├── ic_baseline_add.xml
│ │ │ │ │ ├── ic_baseline_remove.xml
│ │ │ │ │ ├── ic_launcher_background.xml
│ │ │ │ │ └── rectangle.xml
│ │ │ │ │ ├── layout
│ │ │ │ │ ├── tfe_ic_activity_camera.xml
│ │ │ │ │ ├── tfe_ic_camera_connection_fragment.xml
│ │ │ │ │ └── tfe_ic_layout_bottom_sheet.xml
│ │ │ │ │ ├── mipmap-anydpi-v26
│ │ │ │ │ ├── ic_launcher.xml
│ │ │ │ │ └── ic_launcher_round.xml
│ │ │ │ │ ├── mipmap-hdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-mdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ └── values
│ │ │ │ │ ├── colors.xml
│ │ │ │ │ ├── dimens.xml
│ │ │ │ │ ├── strings.xml
│ │ │ │ │ └── styles.xml
│ │ │ ├── build.gradle
│ │ │ ├── gradle.properties
│ │ │ ├── gradle
│ │ │ │ └── wrapper
│ │ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ │ └── gradle-wrapper.properties
│ │ │ ├── gradlew
│ │ │ ├── gradlew.bat
│ │ │ ├── images
│ │ │ │ ├── classifydemo_img1.png
│ │ │ │ ├── classifydemo_img2.png
│ │ │ │ ├── classifydemo_img4.png
│ │ │ │ ├── classifydemo_img5.png
│ │ │ │ ├── classifydemo_img6.png
│ │ │ │ ├── classifydemo_img7.png
│ │ │ │ └── classifydemo_img8.png
│ │ │ └── settings.gradle
│ │ └── start
│ │ │ ├── .gitignore
│ │ │ ├── app
│ │ │ ├── .gitignore
│ │ │ ├── build.gradle
│ │ │ ├── proguard-rules.pro
│ │ │ └── src
│ │ │ │ ├── androidTest
│ │ │ │ └── java
│ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ └── org
│ │ │ │ │ └── tensorflow
│ │ │ │ │ └── lite
│ │ │ │ │ └── examples
│ │ │ │ │ └── classification
│ │ │ │ │ └── ClassifierTest.java
│ │ │ │ └── main
│ │ │ │ ├── AndroidManifest.xml
│ │ │ │ ├── assets
│ │ │ │ └── ADD_TFLITE_MODEL_HERE
│ │ │ │ ├── java
│ │ │ │ └── org
│ │ │ │ │ └── tensorflow
│ │ │ │ │ └── lite
│ │ │ │ │ └── examples
│ │ │ │ │ └── classification
│ │ │ │ │ ├── CameraActivity.java
│ │ │ │ │ ├── CameraConnectionFragment.java
│ │ │ │ │ ├── ClassifierActivity.java
│ │ │ │ │ ├── LegacyCameraConnectionFragment.java
│ │ │ │ │ ├── customview
│ │ │ │ │ ├── AutoFitTextureView.java
│ │ │ │ │ ├── OverlayView.java
│ │ │ │ │ ├── RecognitionScoreView.java
│ │ │ │ │ └── ResultsView.java
│ │ │ │ │ ├── env
│ │ │ │ │ ├── BorderedText.java
│ │ │ │ │ ├── ImageUtils.java
│ │ │ │ │ └── Logger.java
│ │ │ │ │ └── tflite
│ │ │ │ │ ├── Classifier.java
│ │ │ │ │ └── ClassifierFloatMobileNet.java
│ │ │ │ └── res
│ │ │ │ ├── drawable-hdpi
│ │ │ │ └── ic_launcher.png
│ │ │ │ ├── drawable-mdpi
│ │ │ │ └── ic_launcher.png
│ │ │ │ ├── drawable-v24
│ │ │ │ └── ic_launcher_foreground.xml
│ │ │ │ ├── drawable-xxhdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── icn_chevron_down.png
│ │ │ │ ├── icn_chevron_up.png
│ │ │ │ ├── tfl2_logo.png
│ │ │ │ └── tfl2_logo_dark.png
│ │ │ │ ├── drawable
│ │ │ │ ├── bottom_sheet_bg.xml
│ │ │ │ ├── ic_baseline_add.xml
│ │ │ │ ├── ic_baseline_remove.xml
│ │ │ │ ├── ic_launcher_background.xml
│ │ │ │ └── rectangle.xml
│ │ │ │ ├── layout
│ │ │ │ ├── tfe_ic_activity_camera.xml
│ │ │ │ ├── tfe_ic_camera_connection_fragment.xml
│ │ │ │ └── tfe_ic_layout_bottom_sheet.xml
│ │ │ │ ├── mipmap-anydpi-v26
│ │ │ │ ├── ic_launcher.xml
│ │ │ │ └── ic_launcher_round.xml
│ │ │ │ ├── mipmap-hdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ ├── mipmap-mdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ ├── mipmap-xhdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ ├── mipmap-xxhdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ ├── mipmap-xxxhdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ └── values
│ │ │ │ ├── colors.xml
│ │ │ │ ├── dimens.xml
│ │ │ │ ├── strings.xml
│ │ │ │ └── styles.xml
│ │ │ ├── build.gradle
│ │ │ ├── gradle.properties
│ │ │ ├── gradle
│ │ │ └── wrapper
│ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ └── gradle-wrapper.properties
│ │ │ ├── gradlew
│ │ │ ├── gradlew.bat
│ │ │ ├── images
│ │ │ ├── classifydemo_img1.png
│ │ │ ├── classifydemo_img2.png
│ │ │ ├── classifydemo_img4.png
│ │ │ ├── classifydemo_img5.png
│ │ │ ├── classifydemo_img6.png
│ │ │ ├── classifydemo_img7.png
│ │ │ └── classifydemo_img8.png
│ │ │ └── settings.gradle
│ │ └── ml
│ │ └── Flower_Classification_with_TFLite_Model_Maker.ipynb
├── examples
│ ├── acceleration_service
│ │ └── android_play_services
│ │ │ ├── app
│ │ │ ├── build.gradle
│ │ │ ├── download.gradle
│ │ │ ├── proguard-rules.pro
│ │ │ └── src
│ │ │ │ ├── androidTest
│ │ │ │ └── java
│ │ │ │ │ └── org
│ │ │ │ │ └── tensorflow
│ │ │ │ │ └── lite
│ │ │ │ │ └── examples
│ │ │ │ │ └── accelerationservice
│ │ │ │ │ ├── CustomValidationTest.java
│ │ │ │ │ └── NoopLogger.java
│ │ │ │ └── main
│ │ │ │ ├── AndroidManifest.xml
│ │ │ │ ├── assets
│ │ │ │ └── grace_hopper_224.jpg
│ │ │ │ ├── java
│ │ │ │ └── org
│ │ │ │ │ └── tensorflow
│ │ │ │ │ └── lite
│ │ │ │ │ └── examples
│ │ │ │ │ └── accelerationservice
│ │ │ │ │ ├── MainActivity.java
│ │ │ │ │ ├── logger
│ │ │ │ │ ├── Logger.java
│ │ │ │ │ └── TextViewLogger.java
│ │ │ │ │ ├── model
│ │ │ │ │ ├── AssetModel.java
│ │ │ │ │ ├── AssetModelFactory.java
│ │ │ │ │ ├── MobileNetV1.java
│ │ │ │ │ └── PlainAddition.java
│ │ │ │ │ └── validator
│ │ │ │ │ └── MeanSquaredErrorValidator.java
│ │ │ │ └── res
│ │ │ │ ├── layout
│ │ │ │ └── activity_main.xml
│ │ │ │ ├── mipmap-hdpi
│ │ │ │ └── ic_launcher.png
│ │ │ │ ├── mipmap-xhdpi
│ │ │ │ └── ic_launcher.png
│ │ │ │ └── values
│ │ │ │ ├── colors.xml
│ │ │ │ ├── strings.xml
│ │ │ │ └── styles.xml
│ │ │ ├── build.gradle
│ │ │ ├── gradle.properties
│ │ │ ├── gradle
│ │ │ └── wrapper
│ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ └── gradle-wrapper.properties
│ │ │ ├── gradlew
│ │ │ ├── gradlew.bat
│ │ │ ├── proguard.pgcfg
│ │ │ └── settings.gradle
│ ├── audio_classification
│ │ ├── android
│ │ │ ├── README.md
│ │ │ ├── app
│ │ │ │ ├── build.gradle
│ │ │ │ ├── download_model.gradle
│ │ │ │ └── src
│ │ │ │ │ └── main
│ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ ├── java
│ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── audio
│ │ │ │ │ │ ├── AudioClassificationHelper.kt
│ │ │ │ │ │ ├── MainActivity.kt
│ │ │ │ │ │ ├── fragments
│ │ │ │ │ │ ├── AudioFragment.kt
│ │ │ │ │ │ └── PermissionsFragment.kt
│ │ │ │ │ │ └── ui
│ │ │ │ │ │ └── ProbabilitiesAdapter.kt
│ │ │ │ │ └── res
│ │ │ │ │ ├── drawable-v24
│ │ │ │ │ ├── ic_launcher_foreground.xml
│ │ │ │ │ └── tfl_logo.png
│ │ │ │ │ ├── drawable
│ │ │ │ │ ├── ic_launcher_background.xml
│ │ │ │ │ ├── ic_minus.xml
│ │ │ │ │ ├── ic_plus.xml
│ │ │ │ │ ├── icn_chevron_up.png
│ │ │ │ │ └── tfl_logo.png
│ │ │ │ │ ├── layout
│ │ │ │ │ ├── activity_main.xml
│ │ │ │ │ ├── controls_bottom_sheet.xml
│ │ │ │ │ ├── fragment_audio.xml
│ │ │ │ │ └── item_probability.xml
│ │ │ │ │ ├── mipmap-anydpi-v26
│ │ │ │ │ ├── ic_launcher.xml
│ │ │ │ │ └── ic_launcher_round.xml
│ │ │ │ │ ├── mipmap-hdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-mdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── navigation
│ │ │ │ │ └── nav_graph.xml
│ │ │ │ │ └── values
│ │ │ │ │ ├── colors.xml
│ │ │ │ │ ├── dimens.xml
│ │ │ │ │ ├── strings.xml
│ │ │ │ │ └── styles.xml
│ │ │ ├── build.gradle
│ │ │ ├── gradle.properties
│ │ │ ├── gradle
│ │ │ │ └── wrapper
│ │ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ │ └── gradle-wrapper.properties
│ │ │ ├── gradlew
│ │ │ ├── gradlew.bat
│ │ │ └── settings.gradle
│ │ ├── ios
│ │ │ ├── AudioClassification.xcodeproj
│ │ │ │ └── project.pbxproj
│ │ │ ├── AudioClassification
│ │ │ │ ├── AppDelegate.swift
│ │ │ │ ├── Assets.xcassets
│ │ │ │ │ ├── AccentColor.colorset
│ │ │ │ │ │ └── Contents.json
│ │ │ │ │ ├── AppIcon.appiconset
│ │ │ │ │ │ └── Contents.json
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ ├── icn_chevron_down.imageset
│ │ │ │ │ │ ├── Contents.json
│ │ │ │ │ │ └── icn_chevron_down.png
│ │ │ │ │ ├── icn_chevron_up.imageset
│ │ │ │ │ │ ├── Contents.json
│ │ │ │ │ │ └── icn_chevron_up.png
│ │ │ │ │ └── tfl_logo.imageset
│ │ │ │ │ │ ├── Contents.json
│ │ │ │ │ │ ├── tfl_logo.png
│ │ │ │ │ │ ├── tfl_logo@2x.png
│ │ │ │ │ │ └── tfl_logo@3x.png
│ │ │ │ ├── Base.lproj
│ │ │ │ │ ├── LaunchScreen.storyboard
│ │ │ │ │ └── Main.storyboard
│ │ │ │ ├── HomeViewController.swift
│ │ │ │ ├── InferenceView.swift
│ │ │ │ ├── Info.plist
│ │ │ │ ├── ResultTableViewCell.swift
│ │ │ │ └── TFLite
│ │ │ │ │ └── AudioClassificationHelper.swift
│ │ │ ├── Podfile
│ │ │ ├── Podfile.lock
│ │ │ ├── README.md
│ │ │ └── RunScripts
│ │ │ │ └── download_models.sh
│ │ └── raspberry_pi
│ │ │ ├── README.md
│ │ │ ├── classify.py
│ │ │ ├── requirements.txt
│ │ │ ├── setup.sh
│ │ │ ├── test_data
│ │ │ ├── ground_truth.csv
│ │ │ └── meow_16k.wav
│ │ │ └── utils.py
│ ├── bert_qa
│ │ ├── android
│ │ │ ├── README.md
│ │ │ ├── app
│ │ │ │ ├── build.gradle
│ │ │ │ ├── download_models.gradle
│ │ │ │ ├── proguard-rules.pro
│ │ │ │ └── src
│ │ │ │ │ ├── androidTest
│ │ │ │ │ └── java
│ │ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── bertqa
│ │ │ │ │ │ └── BertQaHelperTest.kt
│ │ │ │ │ └── main
│ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ ├── java
│ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── bertqa
│ │ │ │ │ │ ├── BertQaHelper.kt
│ │ │ │ │ │ ├── MainActivity.kt
│ │ │ │ │ │ ├── dataset
│ │ │ │ │ │ ├── DataSet.kt
│ │ │ │ │ │ └── LoadDataSetClient.kt
│ │ │ │ │ │ └── fragments
│ │ │ │ │ │ ├── DatasetAdapter.kt
│ │ │ │ │ │ ├── DatasetFragment.kt
│ │ │ │ │ │ ├── QaAdapter.kt
│ │ │ │ │ │ └── QaFragment.kt
│ │ │ │ │ └── res
│ │ │ │ │ ├── drawable-v24
│ │ │ │ │ ├── ic_launcher_foreground.xml
│ │ │ │ │ └── tfl_logo.png
│ │ │ │ │ ├── drawable
│ │ │ │ │ ├── bg_question_items.xml
│ │ │ │ │ ├── ic_ask_active.xml
│ │ │ │ │ ├── ic_ask_inactive.xml
│ │ │ │ │ ├── ic_launcher_background.xml
│ │ │ │ │ ├── ic_minus.xml
│ │ │ │ │ ├── ic_plus.xml
│ │ │ │ │ └── icn_chevron_up.png
│ │ │ │ │ ├── layout
│ │ │ │ │ ├── activity_main.xml
│ │ │ │ │ ├── fragment_dataset.xml
│ │ │ │ │ ├── fragment_qa.xml
│ │ │ │ │ ├── info_bottom_sheet.xml
│ │ │ │ │ ├── item_dataset.xml
│ │ │ │ │ └── item_question.xml
│ │ │ │ │ ├── mipmap-anydpi-v26
│ │ │ │ │ ├── ic_launcher.xml
│ │ │ │ │ └── ic_launcher_round.xml
│ │ │ │ │ ├── mipmap-hdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-mdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── navigation
│ │ │ │ │ └── nav_graph.xml
│ │ │ │ │ └── values
│ │ │ │ │ ├── colors.xml
│ │ │ │ │ ├── dimens.xml
│ │ │ │ │ ├── strings.xml
│ │ │ │ │ └── styles.xml
│ │ │ ├── build.gradle
│ │ │ ├── gradle.properties
│ │ │ ├── gradle
│ │ │ │ └── wrapper
│ │ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ │ └── gradle-wrapper.properties
│ │ │ ├── gradlew
│ │ │ ├── gradlew.bat
│ │ │ ├── screenshot.png
│ │ │ └── settings.gradle
│ │ └── ios
│ │ │ ├── .gitignore
│ │ │ ├── Assets.xcassets
│ │ │ ├── AppIcon.appiconset
│ │ │ │ ├── 100.png
│ │ │ │ ├── 1024.png
│ │ │ │ ├── 120.png
│ │ │ │ ├── 144.png
│ │ │ │ ├── 152.png
│ │ │ │ ├── 167.png
│ │ │ │ ├── 180.png
│ │ │ │ ├── 20.png
│ │ │ │ ├── 29.png
│ │ │ │ ├── 40.png
│ │ │ │ ├── 50.png
│ │ │ │ ├── 58.png
│ │ │ │ ├── 60.png
│ │ │ │ ├── 72.png
│ │ │ │ ├── 76.png
│ │ │ │ ├── 80.png
│ │ │ │ ├── 87.png
│ │ │ │ └── Contents.json
│ │ │ └── Contents.json
│ │ │ ├── BertQA.xcodeproj
│ │ │ └── project.pbxproj
│ │ │ ├── BertQACore
│ │ │ ├── Constants.swift
│ │ │ ├── Extensions
│ │ │ │ ├── DataExtension.swift
│ │ │ │ ├── StringExtension.swift
│ │ │ │ └── UnicodeScalarExtension.swift
│ │ │ └── Models
│ │ │ │ ├── Dataset.swift
│ │ │ │ ├── FileLoader.swift
│ │ │ │ ├── ML
│ │ │ │ ├── BertQAHandler.swift
│ │ │ │ ├── ContentData.swift
│ │ │ │ ├── InputFeatures.swift
│ │ │ │ └── Result.swift
│ │ │ │ └── Tokenizers
│ │ │ │ ├── BasicTokenizer.swift
│ │ │ │ ├── FullTokenizer.swift
│ │ │ │ └── WordpieceTokenizer.swift
│ │ │ ├── BertQATests
│ │ │ ├── ExtensionTest
│ │ │ │ ├── StringExtensionTest.swift
│ │ │ │ └── UnicodeScalarExtensionTest.swift
│ │ │ ├── Info.plist
│ │ │ ├── MLTest
│ │ │ │ └── BertQAHandlerTest.swift
│ │ │ └── TokenizerTest
│ │ │ │ ├── BasicTokenizerTest.swift
│ │ │ │ ├── FullTokenizerTest.swift
│ │ │ │ └── WordpieceTokenizerTest.swift
│ │ │ ├── Podfile
│ │ │ ├── Podfile.lock
│ │ │ ├── README.md
│ │ │ ├── RunScripts
│ │ │ └── download_resources.sh
│ │ │ ├── ViewInSwiftUI
│ │ │ ├── AppDelegate.swift
│ │ │ ├── Base.lproj
│ │ │ │ └── LaunchScreen.storyboard
│ │ │ ├── Info.plist
│ │ │ ├── KeyboardHeightObserver.swift
│ │ │ ├── SceneDelegate.swift
│ │ │ └── Views
│ │ │ │ ├── ContentView.swift
│ │ │ │ ├── DatasetDetailView.swift
│ │ │ │ ├── DatasetListView.swift
│ │ │ │ ├── StatusView.swift
│ │ │ │ └── SuggestedQuestionsView.swift
│ │ │ └── ViewInUIKit
│ │ │ ├── AppDelegate.swift
│ │ │ ├── Base.lproj
│ │ │ ├── LaunchScreen.storyboard
│ │ │ └── Main.storyboard
│ │ │ ├── Controllers
│ │ │ ├── DataSetDetailViewController.swift
│ │ │ ├── DataSetsTableViewController.swift
│ │ │ ├── OptionTableViewController.swift
│ │ │ └── OptionViewController.swift
│ │ │ ├── Info.plist
│ │ │ └── Views
│ │ │ ├── ControlPanelView.swift
│ │ │ ├── DataSetTitleCell.swift
│ │ │ └── SuggestedQuestionButton.swift
│ ├── classification_by_retrieval
│ │ ├── .bazelrc
│ │ ├── .bazelversion
│ │ ├── README.md
│ │ ├── WORKSPACE
│ │ ├── docs
│ │ │ └── images
│ │ │ │ ├── classification-by-retrieval.svg
│ │ │ │ └── conventional-approaches.svg
│ │ ├── ios
│ │ │ ├── BUILD
│ │ │ ├── ImageClassifierBuilder
│ │ │ │ ├── Album.swift
│ │ │ │ ├── AlbumSelector.swift
│ │ │ │ ├── Assets.xcassets
│ │ │ │ │ ├── AppIcon.appiconset
│ │ │ │ │ │ ├── 100.png
│ │ │ │ │ │ ├── 1024.png
│ │ │ │ │ │ ├── 120.png
│ │ │ │ │ │ ├── 144.png
│ │ │ │ │ │ ├── 152.png
│ │ │ │ │ │ ├── 167.png
│ │ │ │ │ │ ├── 180.png
│ │ │ │ │ │ ├── 20.png
│ │ │ │ │ │ ├── 29.png
│ │ │ │ │ │ ├── 40.png
│ │ │ │ │ │ ├── 50.png
│ │ │ │ │ │ ├── 58.png
│ │ │ │ │ │ ├── 60.png
│ │ │ │ │ │ ├── 72.png
│ │ │ │ │ │ ├── 76.png
│ │ │ │ │ │ ├── 80.png
│ │ │ │ │ │ ├── 87.png
│ │ │ │ │ │ └── Contents.json
│ │ │ │ │ └── Contents.json
│ │ │ │ ├── CameraView.swift
│ │ │ │ ├── CameraViewController.swift
│ │ │ │ ├── Classifier.h
│ │ │ │ ├── Classifier.mm
│ │ │ │ ├── Field.swift
│ │ │ │ ├── FileManager+Additions.swift
│ │ │ │ ├── ImageClassifierBuilderApp.swift
│ │ │ │ ├── Info.plist
│ │ │ │ ├── Model.swift
│ │ │ │ ├── ModelCreationView.swift
│ │ │ │ ├── ModelData.swift
│ │ │ │ ├── ModelInfoView.swift
│ │ │ │ ├── ModelList.swift
│ │ │ │ ├── ModelMetadata.swift
│ │ │ │ ├── ModelTrainer.swift
│ │ │ │ ├── ModelTrainerView.swift
│ │ │ │ ├── ModelTrainingUtils.h
│ │ │ │ ├── ModelTrainingUtils.mm
│ │ │ │ ├── ModelVisualizer.swift
│ │ │ │ ├── NSData+PixelBuffer.h
│ │ │ │ ├── NSData+PixelBuffer.m
│ │ │ │ ├── NSString+AbseilStringView.h
│ │ │ │ ├── NSString+AbseilStringView.mm
│ │ │ │ ├── OnBoardingView.swift
│ │ │ │ ├── RuntimeError.swift
│ │ │ │ ├── ShareSheet.swift
│ │ │ │ ├── String+Identifiable.swift
│ │ │ │ ├── TFLiteDocumentIcons
│ │ │ │ │ ├── TFLite_22.png
│ │ │ │ │ ├── TFLite_320.png
│ │ │ │ │ ├── TFLite_44.png
│ │ │ │ │ └── TFLite_64.png
│ │ │ │ ├── UIImage+CoreVideo.h
│ │ │ │ ├── UIImage+CoreVideo.mm
│ │ │ │ ├── UINavigationController+Additions.swift
│ │ │ │ └── VisualEffectView.swift
│ │ │ └── README.md
│ │ └── lib
│ │ │ ├── BUILD
│ │ │ ├── labeled_image_helper.cc
│ │ │ ├── labeled_image_helper.h
│ │ │ ├── model_builder.cc
│ │ │ ├── model_builder.h
│ │ │ ├── tflite_builder.cc
│ │ │ ├── tflite_builder.h
│ │ │ ├── tflite_cbr_builder.cc
│ │ │ └── tflite_cbr_builder.h
│ ├── digit_classifier
│ │ ├── README.md
│ │ ├── android
│ │ │ ├── README.md
│ │ │ ├── app
│ │ │ │ ├── build.gradle
│ │ │ │ ├── download_models.gradle
│ │ │ │ ├── proguard-rules.pro
│ │ │ │ └── src
│ │ │ │ │ ├── androidTest
│ │ │ │ │ ├── assets
│ │ │ │ │ │ └── zero.png
│ │ │ │ │ └── java
│ │ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── digitclassification
│ │ │ │ │ │ └── DigitClassificationTest.kt
│ │ │ │ │ └── main
│ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ ├── java
│ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── digitclassification
│ │ │ │ │ │ ├── DigitClassifierHelper.kt
│ │ │ │ │ │ ├── MainActivity.kt
│ │ │ │ │ │ └── fragments
│ │ │ │ │ │ ├── ClassificationResultsAdapter.kt
│ │ │ │ │ │ └── DigitCanvasFragment.kt
│ │ │ │ │ └── res
│ │ │ │ │ ├── drawable-v24
│ │ │ │ │ ├── ic_launcher_foreground.xml
│ │ │ │ │ └── tfl_logo.png
│ │ │ │ │ ├── drawable
│ │ │ │ │ ├── ic_minus.xml
│ │ │ │ │ ├── ic_plus.xml
│ │ │ │ │ └── icn_chevron_up.png
│ │ │ │ │ ├── layout
│ │ │ │ │ ├── activity_main.xml
│ │ │ │ │ ├── fragment_digit_canvas.xml
│ │ │ │ │ ├── info_bottom_sheet.xml
│ │ │ │ │ └── item_classification_result.xml
│ │ │ │ │ ├── mipmap-anydpi-v26
│ │ │ │ │ ├── ic_launcher.xml
│ │ │ │ │ └── ic_launcher_round.xml
│ │ │ │ │ ├── mipmap-hdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-mdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── navigation
│ │ │ │ │ └── nav_graph.xml
│ │ │ │ │ └── values
│ │ │ │ │ ├── colors.xml
│ │ │ │ │ ├── dimens.xml
│ │ │ │ │ ├── strings.xml
│ │ │ │ │ └── styles.xml
│ │ │ ├── build.gradle
│ │ │ ├── gradle.properties
│ │ │ ├── gradle
│ │ │ │ └── wrapper
│ │ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ │ └── gradle-wrapper.properties
│ │ │ ├── gradlew
│ │ │ ├── gradlew.bat
│ │ │ ├── minst.gif
│ │ │ └── settings.gradle
│ │ ├── ios
│ │ │ ├── DigitClassifier.xcodeproj
│ │ │ │ └── project.pbxproj
│ │ │ ├── DigitClassifier
│ │ │ │ ├── AppDelegate.swift
│ │ │ │ ├── Assets.xcassets
│ │ │ │ │ ├── AppIcon.appiconset
│ │ │ │ │ │ ├── 100.png
│ │ │ │ │ │ ├── 1024.png
│ │ │ │ │ │ ├── 114.png
│ │ │ │ │ │ ├── 120.png
│ │ │ │ │ │ ├── 144.png
│ │ │ │ │ │ ├── 152.png
│ │ │ │ │ │ ├── 167.png
│ │ │ │ │ │ ├── 180.png
│ │ │ │ │ │ ├── 20.png
│ │ │ │ │ │ ├── 29.png
│ │ │ │ │ │ ├── 40.png
│ │ │ │ │ │ ├── 50.png
│ │ │ │ │ │ ├── 57.png
│ │ │ │ │ │ ├── 58.png
│ │ │ │ │ │ ├── 60.png
│ │ │ │ │ │ ├── 72.png
│ │ │ │ │ │ ├── 76.png
│ │ │ │ │ │ ├── 80.png
│ │ │ │ │ │ ├── 87.png
│ │ │ │ │ │ └── Contents.json
│ │ │ │ │ └── Contents.json
│ │ │ │ ├── Base.lproj
│ │ │ │ │ ├── LaunchScreen.storyboard
│ │ │ │ │ └── Main.storyboard
│ │ │ │ ├── DigitClassifier.swift
│ │ │ │ ├── Info.plist
│ │ │ │ ├── TFLiteExtensions.swift
│ │ │ │ └── ViewController.swift
│ │ │ ├── Podfile
│ │ │ ├── Podfile.lock
│ │ │ └── README.md
│ │ └── ml
│ │ │ └── mnist_tflite.ipynb
│ ├── generative_ai
│ │ └── android
│ │ │ ├── README.md
│ │ │ ├── app
│ │ │ ├── build.gradle.kts
│ │ │ ├── download.gradle
│ │ │ ├── libs
│ │ │ │ ├── .gitignore
│ │ │ │ └── build_aar
│ │ │ │ │ ├── README.md
│ │ │ │ │ ├── build_aar.sh
│ │ │ │ │ └── tftext-2.12.patch
│ │ │ ├── proguard-rules.pro
│ │ │ └── src
│ │ │ │ ├── main
│ │ │ │ ├── AndroidManifest.xml
│ │ │ │ ├── ic_launcher-playstore.png
│ │ │ │ ├── java
│ │ │ │ │ └── com
│ │ │ │ │ │ └── google
│ │ │ │ │ │ └── tensorflowdemo
│ │ │ │ │ │ ├── DemoApplication.kt
│ │ │ │ │ │ ├── data
│ │ │ │ │ │ └── autocomplete
│ │ │ │ │ │ │ └── AutoCompleteService.kt
│ │ │ │ │ │ ├── di
│ │ │ │ │ │ ├── appModule.kt
│ │ │ │ │ │ └── viewmodelModule.kt
│ │ │ │ │ │ ├── ui
│ │ │ │ │ │ ├── MainActivity.kt
│ │ │ │ │ │ ├── components
│ │ │ │ │ │ │ └── HeaderBar.kt
│ │ │ │ │ │ ├── screens
│ │ │ │ │ │ │ └── autocomplete
│ │ │ │ │ │ │ │ ├── AutoCompleteScreen.kt
│ │ │ │ │ │ │ │ ├── AutoCompleteViewModel.kt
│ │ │ │ │ │ │ │ └── components
│ │ │ │ │ │ │ │ ├── AutoCompleteInfo.kt
│ │ │ │ │ │ │ │ ├── AutoCompleteTextField.kt
│ │ │ │ │ │ │ │ ├── TextControlBar.kt
│ │ │ │ │ │ │ │ └── WindowSizeSelection.kt
│ │ │ │ │ │ └── theme
│ │ │ │ │ │ │ ├── Color.kt
│ │ │ │ │ │ │ ├── Shape.kt
│ │ │ │ │ │ │ ├── Theme.kt
│ │ │ │ │ │ │ └── Type.kt
│ │ │ │ │ │ └── util
│ │ │ │ │ │ └── StringExt.kt
│ │ │ │ └── res
│ │ │ │ │ ├── drawable
│ │ │ │ │ ├── header_background.xml
│ │ │ │ │ ├── ic_launcher_background.xml
│ │ │ │ │ └── ic_launcher_foreground.xml
│ │ │ │ │ ├── font
│ │ │ │ │ ├── roboto_bold.ttf
│ │ │ │ │ └── roboto_regular.ttf
│ │ │ │ │ ├── mipmap-anydpi-v26
│ │ │ │ │ ├── ic_launcher.xml
│ │ │ │ │ └── ic_launcher_round.xml
│ │ │ │ │ ├── mipmap-hdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-mdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── values
│ │ │ │ │ ├── ic_launcher_background.xml
│ │ │ │ │ ├── strings.xml
│ │ │ │ │ └── themes.xml
│ │ │ │ │ └── xml
│ │ │ │ │ ├── backup_rules.xml
│ │ │ │ │ └── data_extraction_rules.xml
│ │ │ │ └── test
│ │ │ │ └── java
│ │ │ │ └── com
│ │ │ │ └── google
│ │ │ │ └── tensorflowdemo
│ │ │ │ └── util
│ │ │ │ └── StringExtKtTest.kt
│ │ │ ├── build.gradle.kts
│ │ │ ├── figures
│ │ │ ├── fig1.gif
│ │ │ └── fig2.gif
│ │ │ ├── gradle.properties
│ │ │ ├── gradle
│ │ │ └── libs.versions.toml
│ │ │ ├── how-to-build.md
│ │ │ ├── ml
│ │ │ └── README.md
│ │ │ └── settings.gradle.kts
│ ├── gesture_classification
│ │ ├── README.md
│ │ ├── android
│ │ │ ├── README.md
│ │ │ ├── adding_metadata_to_tflite_model_colab_notebook.ipynb
│ │ │ ├── app
│ │ │ │ ├── build.gradle
│ │ │ │ ├── download_models.gradle
│ │ │ │ ├── proguard-rules.pro
│ │ │ │ └── src
│ │ │ │ │ ├── androidTest
│ │ │ │ │ ├── assets
│ │ │ │ │ │ └── test_image.jpg
│ │ │ │ │ └── java
│ │ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── gestureclassification
│ │ │ │ │ │ └── GestureClassificationTest.kt
│ │ │ │ │ └── main
│ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ ├── java
│ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── gestureclassification
│ │ │ │ │ │ ├── GestureClassifierHelper.kt
│ │ │ │ │ │ ├── MainActivity.kt
│ │ │ │ │ │ └── fragments
│ │ │ │ │ │ ├── CameraFragment.kt
│ │ │ │ │ │ ├── ClassificationResultsAdapter.kt
│ │ │ │ │ │ └── PermissionsFragment.kt
│ │ │ │ │ └── res
│ │ │ │ │ ├── color
│ │ │ │ │ └── selector_ic.xml
│ │ │ │ │ ├── drawable-v24
│ │ │ │ │ ├── ic_launcher_foreground.xml
│ │ │ │ │ └── tfl_logo.png
│ │ │ │ │ ├── drawable
│ │ │ │ │ ├── ic_minus.xml
│ │ │ │ │ ├── ic_plus.xml
│ │ │ │ │ └── icn_chevron_up.png
│ │ │ │ │ ├── layout
│ │ │ │ │ ├── activity_main.xml
│ │ │ │ │ ├── fragment_camera.xml
│ │ │ │ │ ├── info_bottom_sheet.xml
│ │ │ │ │ └── item_classification_result.xml
│ │ │ │ │ ├── mipmap-anydpi-v26
│ │ │ │ │ ├── ic_launcher.xml
│ │ │ │ │ └── ic_launcher_round.xml
│ │ │ │ │ ├── mipmap-hdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-mdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── navigation
│ │ │ │ │ └── nav_graph.xml
│ │ │ │ │ └── values
│ │ │ │ │ ├── colors.xml
│ │ │ │ │ ├── dimens.xml
│ │ │ │ │ ├── strings.xml
│ │ │ │ │ └── styles.xml
│ │ │ ├── build.gradle
│ │ │ ├── gesture_classification_screen_shot.jpeg
│ │ │ ├── gesture_training_image.png
│ │ │ ├── gradle.properties
│ │ │ ├── gradle
│ │ │ │ └── wrapper
│ │ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ │ └── gradle-wrapper.properties
│ │ │ ├── gradlew
│ │ │ ├── gradlew.bat
│ │ │ └── settings.gradle
│ │ ├── ios
│ │ │ ├── .gitignore
│ │ │ ├── GestureClassification.xcodeproj
│ │ │ │ └── project.pbxproj
│ │ │ ├── GestureClassification
│ │ │ │ ├── AppDelegate.swift
│ │ │ │ ├── Assets.xcassets
│ │ │ │ │ ├── AppIcon.appiconset
│ │ │ │ │ │ ├── 100.png
│ │ │ │ │ │ ├── 1024.png
│ │ │ │ │ │ ├── 114.png
│ │ │ │ │ │ ├── 120.png
│ │ │ │ │ │ ├── 144.png
│ │ │ │ │ │ ├── 152.png
│ │ │ │ │ │ ├── 167.png
│ │ │ │ │ │ ├── 180.png
│ │ │ │ │ │ ├── 20.png
│ │ │ │ │ │ ├── 29.png
│ │ │ │ │ │ ├── 40.png
│ │ │ │ │ │ ├── 50.png
│ │ │ │ │ │ ├── 57.png
│ │ │ │ │ │ ├── 58.png
│ │ │ │ │ │ ├── 60.png
│ │ │ │ │ │ ├── 72.png
│ │ │ │ │ │ ├── 76.png
│ │ │ │ │ │ ├── 80.png
│ │ │ │ │ │ ├── 87.png
│ │ │ │ │ │ └── Contents.json
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ ├── down.imageset
│ │ │ │ │ │ ├── Contents.json
│ │ │ │ │ │ ├── icn_down.png
│ │ │ │ │ │ ├── icn_down@2x.png
│ │ │ │ │ │ └── icn_down@3x.png
│ │ │ │ │ ├── down_icon.imageset
│ │ │ │ │ │ ├── Contents.json
│ │ │ │ │ │ ├── icnChevronDown.png
│ │ │ │ │ │ ├── icnChevronDown@2x.png
│ │ │ │ │ │ └── icnChevronDown@3x.png
│ │ │ │ │ ├── left.imageset
│ │ │ │ │ │ ├── Contents.json
│ │ │ │ │ │ ├── icn_left.png
│ │ │ │ │ │ ├── icn_left@2x.png
│ │ │ │ │ │ └── icn_left@3x.png
│ │ │ │ │ ├── left_click.imageset
│ │ │ │ │ │ ├── Contents.json
│ │ │ │ │ │ ├── icn_left_click.png
│ │ │ │ │ │ ├── icn_left_click@2x.png
│ │ │ │ │ │ └── icn_left_click@3x.png
│ │ │ │ │ ├── right.imageset
│ │ │ │ │ │ ├── Contents.json
│ │ │ │ │ │ ├── icn_right.png
│ │ │ │ │ │ ├── icn_right@2x.png
│ │ │ │ │ │ └── icn_right@3x.png
│ │ │ │ │ ├── right_click.imageset
│ │ │ │ │ │ ├── Contents.json
│ │ │ │ │ │ ├── icn_right_click.png
│ │ │ │ │ │ ├── icn_right_click@2x.png
│ │ │ │ │ │ └── icn_right_click@3x.png
│ │ │ │ │ ├── scroll_down.imageset
│ │ │ │ │ │ ├── Contents.json
│ │ │ │ │ │ ├── icn_scroll_down.png
│ │ │ │ │ │ ├── icn_scroll_down@2x.png
│ │ │ │ │ │ └── icn_scroll_down@3x.png
│ │ │ │ │ ├── scroll_up.imageset
│ │ │ │ │ │ ├── Contents.json
│ │ │ │ │ │ ├── icn_scroll_up.png
│ │ │ │ │ │ ├── icn_scroll_up@2x.png
│ │ │ │ │ │ └── icn_scroll_up@3x.png
│ │ │ │ │ ├── selection_base.imageset
│ │ │ │ │ │ ├── Contents.json
│ │ │ │ │ │ ├── base.png
│ │ │ │ │ │ ├── base@2x.png
│ │ │ │ │ │ └── base@3x.png
│ │ │ │ │ ├── selection_base_default.imageset
│ │ │ │ │ │ ├── Contents.json
│ │ │ │ │ │ ├── selection_base_default.png
│ │ │ │ │ │ ├── selection_base_default@2x.png
│ │ │ │ │ │ └── selection_base_default@3x.png
│ │ │ │ │ ├── tfl_logo.imageset
│ │ │ │ │ │ ├── Contents.json
│ │ │ │ │ │ ├── tfl_logo.png
│ │ │ │ │ │ ├── tfl_logo@2x.png
│ │ │ │ │ │ └── tfl_logo@3x.png
│ │ │ │ │ ├── up.imageset
│ │ │ │ │ │ ├── Contents.json
│ │ │ │ │ │ ├── icn_up.png
│ │ │ │ │ │ ├── icn_up@2x.png
│ │ │ │ │ │ └── icn_up@3x.png
│ │ │ │ │ └── up_icon.imageset
│ │ │ │ │ │ ├── Contents.json
│ │ │ │ │ │ ├── icnChevronUp.png
│ │ │ │ │ │ ├── icnChevronUp@2x.png
│ │ │ │ │ │ └── icnChevronUp@3x.png
│ │ │ │ ├── Base.lproj
│ │ │ │ │ ├── LaunchScreen.storyboard
│ │ │ │ │ └── Main.storyboard
│ │ │ │ ├── Camera Feed
│ │ │ │ │ ├── CameraFeedManager.swift
│ │ │ │ │ └── PreviewView.swift
│ │ │ │ ├── Cells
│ │ │ │ │ ├── GestureCollectionViewCell.swift
│ │ │ │ │ └── InfoCell.swift
│ │ │ │ ├── Extension
│ │ │ │ │ └── StringExtension.swift
│ │ │ │ ├── Info.plist
│ │ │ │ ├── Model
│ │ │ │ │ └── display_labels.txt
│ │ │ │ ├── ModelDataHandler
│ │ │ │ │ └── ModelDataHandler.swift
│ │ │ │ ├── ViewControllers
│ │ │ │ │ ├── InferenceViewController.swift
│ │ │ │ │ └── ViewController.swift
│ │ │ │ └── Views
│ │ │ │ │ └── CurvedView.swift
│ │ │ ├── Podfile
│ │ │ ├── Podfile.lock
│ │ │ ├── README.md
│ │ │ └── RunScripts
│ │ │ │ └── download_model.sh
│ │ ├── ml
│ │ │ ├── .gitignore
│ │ │ ├── README.md
│ │ │ └── tensorflowjs_to_tflite_colab_notebook.ipynb
│ │ └── web
│ │ │ ├── .gitignore
│ │ │ ├── README.md
│ │ │ ├── assets
│ │ │ ├── down.svg
│ │ │ ├── icn_emoji.png
│ │ │ ├── icon.svg
│ │ │ ├── invalid-name.svg
│ │ │ ├── left.svg
│ │ │ ├── leftclick.svg
│ │ │ ├── no-webcam-found.png
│ │ │ ├── rectangle-5.svg
│ │ │ ├── rectangle-6.png
│ │ │ ├── right.svg
│ │ │ ├── rightclick.svg
│ │ │ ├── scrolldown.svg
│ │ │ ├── scrollup.svg
│ │ │ ├── shape.svg
│ │ │ └── up.svg
│ │ │ ├── controller_dataset.js
│ │ │ ├── index.html
│ │ │ ├── index.js
│ │ │ ├── style.css
│ │ │ ├── ui.js
│ │ │ └── webcam.js
│ ├── image_classification
│ │ ├── android
│ │ │ ├── README.md
│ │ │ ├── app
│ │ │ │ ├── build.gradle
│ │ │ │ ├── download_models.gradle
│ │ │ │ ├── proguard-rules.pro
│ │ │ │ └── src
│ │ │ │ │ ├── androidTest
│ │ │ │ │ ├── assets
│ │ │ │ │ │ └── coffee.jpg
│ │ │ │ │ └── java
│ │ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── imageclassification
│ │ │ │ │ │ └── ImageClassificationTest.kt
│ │ │ │ │ ├── main
│ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ ├── java
│ │ │ │ │ │ └── org
│ │ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ │ └── lite
│ │ │ │ │ │ │ └── examples
│ │ │ │ │ │ │ └── imageclassification
│ │ │ │ │ │ │ ├── ImageClassifierHelper.kt
│ │ │ │ │ │ │ ├── MainActivity.kt
│ │ │ │ │ │ │ └── fragments
│ │ │ │ │ │ │ ├── CameraFragment.kt
│ │ │ │ │ │ │ ├── ClassificationResultsAdapter.kt
│ │ │ │ │ │ │ └── PermissionsFragment.kt
│ │ │ │ │ └── res
│ │ │ │ │ │ ├── color
│ │ │ │ │ │ └── selector_ic.xml
│ │ │ │ │ │ ├── drawable-v24
│ │ │ │ │ │ ├── ic_launcher_foreground.xml
│ │ │ │ │ │ └── tfl_logo.png
│ │ │ │ │ │ ├── drawable
│ │ │ │ │ │ ├── ic_minus.xml
│ │ │ │ │ │ ├── ic_plus.xml
│ │ │ │ │ │ └── icn_chevron_up.png
│ │ │ │ │ │ ├── layout
│ │ │ │ │ │ ├── activity_main.xml
│ │ │ │ │ │ ├── fragment_camera.xml
│ │ │ │ │ │ ├── info_bottom_sheet.xml
│ │ │ │ │ │ └── item_classification_result.xml
│ │ │ │ │ │ ├── mipmap-anydpi-v26
│ │ │ │ │ │ ├── ic_launcher.xml
│ │ │ │ │ │ └── ic_launcher_round.xml
│ │ │ │ │ │ ├── mipmap-hdpi
│ │ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ │ ├── mipmap-mdpi
│ │ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ │ ├── mipmap-xhdpi
│ │ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ │ ├── mipmap-xxhdpi
│ │ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ │ ├── mipmap-xxxhdpi
│ │ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ │ ├── navigation
│ │ │ │ │ │ └── nav_graph.xml
│ │ │ │ │ │ └── values
│ │ │ │ │ │ ├── colors.xml
│ │ │ │ │ │ ├── dimens.xml
│ │ │ │ │ │ ├── strings.xml
│ │ │ │ │ │ └── styles.xml
│ │ │ │ │ └── test
│ │ │ │ │ └── java
│ │ │ │ │ └── org
│ │ │ │ │ └── tensorflow
│ │ │ │ │ └── lite
│ │ │ │ │ └── examples
│ │ │ │ │ └── imageclassification
│ │ │ │ │ └── ExampleUnitTest.kt
│ │ │ ├── build.gradle
│ │ │ ├── gradle.properties
│ │ │ ├── gradle
│ │ │ │ └── wrapper
│ │ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ │ └── gradle-wrapper.properties
│ │ │ ├── gradlew
│ │ │ ├── gradlew.bat
│ │ │ ├── screenshot1.jpg
│ │ │ ├── screenshot2.jpg
│ │ │ └── settings.gradle
│ │ ├── android_java
│ │ │ ├── README.md
│ │ │ ├── app
│ │ │ │ ├── build.gradle
│ │ │ │ ├── download_models.gradle
│ │ │ │ ├── proguard-rules.pro
│ │ │ │ └── src
│ │ │ │ │ ├── androidTest
│ │ │ │ │ ├── assets
│ │ │ │ │ │ └── coffee.jpg
│ │ │ │ │ └── java
│ │ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── imageclassification
│ │ │ │ │ │ └── ImageClassificationTest.java
│ │ │ │ │ └── main
│ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ ├── java
│ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── imageclassification
│ │ │ │ │ │ ├── ImageClassifierHelper.java
│ │ │ │ │ │ ├── MainActivity.java
│ │ │ │ │ │ └── fragments
│ │ │ │ │ │ ├── CameraFragment.java
│ │ │ │ │ │ ├── ClassificationResultAdapter.java
│ │ │ │ │ │ └── PermissionsFragment.java
│ │ │ │ │ └── res
│ │ │ │ │ ├── drawable-v24
│ │ │ │ │ ├── ic_launcher_foreground.xml
│ │ │ │ │ └── tfl_logo.png
│ │ │ │ │ ├── drawable
│ │ │ │ │ ├── ic_minus.xml
│ │ │ │ │ ├── ic_plus.xml
│ │ │ │ │ └── icn_chevron_up.png
│ │ │ │ │ ├── layout
│ │ │ │ │ ├── activity_main.xml
│ │ │ │ │ ├── fragment_camera.xml
│ │ │ │ │ ├── info_bottom_sheet.xml
│ │ │ │ │ └── item_classification_result.xml
│ │ │ │ │ ├── mipmap-anydpi-v26
│ │ │ │ │ ├── ic_launcher.xml
│ │ │ │ │ └── ic_launcher_round.xml
│ │ │ │ │ ├── mipmap-hdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-mdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── navigation
│ │ │ │ │ └── nav_graph.xml
│ │ │ │ │ └── values
│ │ │ │ │ ├── colors.xml
│ │ │ │ │ ├── dimens.xml
│ │ │ │ │ ├── strings.xml
│ │ │ │ │ └── styles.xml
│ │ │ ├── build.gradle
│ │ │ ├── gradle.properties
│ │ │ ├── gradle
│ │ │ │ └── wrapper
│ │ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ │ └── gradle-wrapper.properties
│ │ │ ├── gradlew
│ │ │ ├── gradlew.bat
│ │ │ ├── screenshot1.jpg
│ │ │ ├── screenshot2.jpg
│ │ │ └── settings.gradle
│ │ ├── android_play_services
│ │ │ ├── .google
│ │ │ │ └── packaging.yaml
│ │ │ ├── README.md
│ │ │ ├── app
│ │ │ │ ├── build.gradle
│ │ │ │ ├── download.gradle
│ │ │ │ ├── proguard-rules.pro
│ │ │ │ └── src
│ │ │ │ │ ├── androidTest
│ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ ├── assets
│ │ │ │ │ │ └── testInput.jpg
│ │ │ │ │ └── kotlin
│ │ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── classification
│ │ │ │ │ │ └── playservices
│ │ │ │ │ │ └── InstrumentationTest.kt
│ │ │ │ │ ├── androidTestJava
│ │ │ │ │ └── kotlin
│ │ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── classification
│ │ │ │ │ │ └── playservices
│ │ │ │ │ │ └── TestUtil.kt
│ │ │ │ │ ├── androidTestKotlin
│ │ │ │ │ └── kotlin
│ │ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── classification
│ │ │ │ │ │ └── playservices
│ │ │ │ │ │ └── TestUtil.kt
│ │ │ │ │ ├── java
│ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ └── java
│ │ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── classification
│ │ │ │ │ │ └── playservices
│ │ │ │ │ │ ├── CameraActivity.java
│ │ │ │ │ │ └── ImageClassificationHelper.java
│ │ │ │ │ ├── kotlin
│ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ └── kotlin
│ │ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── classification
│ │ │ │ │ │ └── playservices
│ │ │ │ │ │ ├── CameraActivity.kt
│ │ │ │ │ │ └── ImageClassificationHelper.kt
│ │ │ │ │ └── main
│ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ ├── assets
│ │ │ │ │ └── labels_without_background.txt
│ │ │ │ │ └── res
│ │ │ │ │ ├── drawable
│ │ │ │ │ ├── ic_launcher_background.xml
│ │ │ │ │ ├── ic_shutter.xml
│ │ │ │ │ ├── ic_shutter_focused.xml
│ │ │ │ │ ├── ic_shutter_normal.xml
│ │ │ │ │ ├── ic_shutter_pressed.xml
│ │ │ │ │ └── shape_rectangle.xml
│ │ │ │ │ ├── layout-land
│ │ │ │ │ └── activity_camera.xml
│ │ │ │ │ ├── layout
│ │ │ │ │ └── activity_camera.xml
│ │ │ │ │ ├── mipmap-anydpi-v26
│ │ │ │ │ ├── ic_launcher.xml
│ │ │ │ │ └── ic_launcher_round.xml
│ │ │ │ │ ├── mipmap-hdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-mdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ └── values
│ │ │ │ │ ├── dimens.xml
│ │ │ │ │ ├── strings.xml
│ │ │ │ │ └── styles.xml
│ │ │ ├── build.gradle
│ │ │ ├── gradle.properties
│ │ │ ├── gradle
│ │ │ │ └── wrapper
│ │ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ │ └── gradle-wrapper.properties
│ │ │ ├── gradlew
│ │ │ ├── gradlew.bat
│ │ │ ├── screenshots
│ │ │ │ ├── icon-web.png
│ │ │ │ └── screenshot-1.jpg
│ │ │ └── settings.gradle
│ │ ├── ios
│ │ │ ├── ImageClassification.xcodeproj
│ │ │ │ └── project.pbxproj
│ │ │ ├── ImageClassification
│ │ │ │ ├── AppDelegate.swift
│ │ │ │ ├── Assets.xcassets
│ │ │ │ │ ├── AppIcon.appiconset
│ │ │ │ │ │ ├── 100.png
│ │ │ │ │ │ ├── 1024.png
│ │ │ │ │ │ ├── 114.png
│ │ │ │ │ │ ├── 120.png
│ │ │ │ │ │ ├── 144.png
│ │ │ │ │ │ ├── 152.png
│ │ │ │ │ │ ├── 167.png
│ │ │ │ │ │ ├── 180.png
│ │ │ │ │ │ ├── 20.png
│ │ │ │ │ │ ├── 29.png
│ │ │ │ │ │ ├── 40.png
│ │ │ │ │ │ ├── 50.png
│ │ │ │ │ │ ├── 57.png
│ │ │ │ │ │ ├── 58.png
│ │ │ │ │ │ ├── 60.png
│ │ │ │ │ │ ├── 72.png
│ │ │ │ │ │ ├── 76.png
│ │ │ │ │ │ ├── 80.png
│ │ │ │ │ │ ├── 87.png
│ │ │ │ │ │ └── Contents.json
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ ├── darkOrLight.colorset
│ │ │ │ │ │ └── Contents.json
│ │ │ │ │ ├── down_icon.imageset
│ │ │ │ │ │ ├── Contents.json
│ │ │ │ │ │ ├── icnChevronDown.png
│ │ │ │ │ │ ├── icnChevronDown@2x.png
│ │ │ │ │ │ └── icnChevronDown@3x.png
│ │ │ │ │ ├── tfl_logo.imageset
│ │ │ │ │ │ ├── Contents.json
│ │ │ │ │ │ ├── tfl_logo.png
│ │ │ │ │ │ ├── tfl_logo@2x.png
│ │ │ │ │ │ └── tfl_logo@3x.png
│ │ │ │ │ └── up_icon.imageset
│ │ │ │ │ │ ├── Contents.json
│ │ │ │ │ │ ├── icnChevronUp.png
│ │ │ │ │ │ ├── icnChevronUp@2x.png
│ │ │ │ │ │ └── icnChevronUp@3x.png
│ │ │ │ ├── Camera Feed
│ │ │ │ │ ├── CameraFeedManager.swift
│ │ │ │ │ └── PreviewView.swift
│ │ │ │ ├── Info.plist
│ │ │ │ ├── Storyboards
│ │ │ │ │ └── Base.lproj
│ │ │ │ │ │ ├── LaunchScreen.storyboard
│ │ │ │ │ │ └── Main.storyboard
│ │ │ │ ├── TFLite
│ │ │ │ │ └── ImageClassificationHelper.swift
│ │ │ │ └── ViewControllers
│ │ │ │ │ ├── InferenceViewController.swift
│ │ │ │ │ └── ViewController.swift
│ │ │ ├── Podfile
│ │ │ ├── Podfile.lock
│ │ │ ├── README.md
│ │ │ └── RunScripts
│ │ │ │ └── download_models.sh
│ │ ├── metadata
│ │ │ ├── README.md
│ │ │ ├── metadata_writer_for_image_classifier.py
│ │ │ └── requirements.txt
│ │ └── raspberry_pi
│ │ │ ├── README.md
│ │ │ ├── classify.py
│ │ │ ├── requirements.txt
│ │ │ ├── setup.sh
│ │ │ └── test_data
│ │ │ ├── fox.jpeg
│ │ │ └── ground_truth.csv
│ ├── image_segmentation
│ │ ├── android
│ │ │ ├── README.md
│ │ │ ├── app
│ │ │ │ ├── build.gradle
│ │ │ │ ├── download_models.gradle
│ │ │ │ ├── proguard-rules.pro
│ │ │ │ └── src
│ │ │ │ │ ├── androidTest
│ │ │ │ │ ├── assets
│ │ │ │ │ │ ├── expect_image.png
│ │ │ │ │ │ └── input_image.jpg
│ │ │ │ │ └── java
│ │ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── imagesegmentation
│ │ │ │ │ │ └── ImageSegmentationHelperTest.kt
│ │ │ │ │ └── main
│ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ ├── java
│ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── imagesegmentation
│ │ │ │ │ │ ├── ImageSegmentationHelper.kt
│ │ │ │ │ │ ├── MainActivity.kt
│ │ │ │ │ │ ├── OverlayView.kt
│ │ │ │ │ │ └── fragments
│ │ │ │ │ │ ├── CameraFragment.kt
│ │ │ │ │ │ ├── ColorLabelsAdapter.kt
│ │ │ │ │ │ └── PermissionsFragment.kt
│ │ │ │ │ └── res
│ │ │ │ │ ├── color
│ │ │ │ │ └── selector_ic.xml
│ │ │ │ │ ├── drawable-v24
│ │ │ │ │ ├── ic_launcher_foreground.xml
│ │ │ │ │ └── tfl_logo.png
│ │ │ │ │ ├── drawable
│ │ │ │ │ ├── bg_color_labels.xml
│ │ │ │ │ ├── ic_minus.xml
│ │ │ │ │ ├── ic_plus.xml
│ │ │ │ │ └── icn_chevron_up.png
│ │ │ │ │ ├── layout
│ │ │ │ │ ├── activity_main.xml
│ │ │ │ │ ├── fragment_camera.xml
│ │ │ │ │ ├── info_bottom_sheet.xml
│ │ │ │ │ └── item_color_labels.xml
│ │ │ │ │ ├── mipmap-anydpi-v26
│ │ │ │ │ ├── ic_launcher.xml
│ │ │ │ │ └── ic_launcher_round.xml
│ │ │ │ │ ├── mipmap-hdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-mdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── navigation
│ │ │ │ │ └── nav_graph.xml
│ │ │ │ │ └── values
│ │ │ │ │ ├── colors.xml
│ │ │ │ │ ├── dimens.xml
│ │ │ │ │ ├── strings.xml
│ │ │ │ │ └── styles.xml
│ │ │ ├── build.gradle
│ │ │ ├── gradle.properties
│ │ │ ├── gradle
│ │ │ │ └── wrapper
│ │ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ │ └── gradle-wrapper.properties
│ │ │ ├── gradlew
│ │ │ ├── gradlew.bat
│ │ │ ├── screenshot1.jpg
│ │ │ ├── screenshot2.jpg
│ │ │ └── settings.gradle
│ │ ├── ios
│ │ │ ├── ImageSegmentation.xcodeproj
│ │ │ │ ├── project.pbxproj
│ │ │ │ └── xcshareddata
│ │ │ │ │ └── xcschemes
│ │ │ │ │ └── ImageSegmentation.xcscheme
│ │ │ ├── ImageSegmentation
│ │ │ │ ├── AppDelegate.swift
│ │ │ │ ├── Assets.xcassets
│ │ │ │ │ ├── AppIcon.appiconset
│ │ │ │ │ │ ├── 100.png
│ │ │ │ │ │ ├── 1024.png
│ │ │ │ │ │ ├── 114.png
│ │ │ │ │ │ ├── 120.png
│ │ │ │ │ │ ├── 144.png
│ │ │ │ │ │ ├── 152.png
│ │ │ │ │ │ ├── 167.png
│ │ │ │ │ │ ├── 180.png
│ │ │ │ │ │ ├── 20.png
│ │ │ │ │ │ ├── 29.png
│ │ │ │ │ │ ├── 40.png
│ │ │ │ │ │ ├── 50.png
│ │ │ │ │ │ ├── 57.png
│ │ │ │ │ │ ├── 58.png
│ │ │ │ │ │ ├── 60.png
│ │ │ │ │ │ ├── 72.png
│ │ │ │ │ │ ├── 76.png
│ │ │ │ │ │ ├── 80.png
│ │ │ │ │ │ ├── 87.png
│ │ │ │ │ │ └── Contents.json
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ ├── photo_camera.imageset
│ │ │ │ │ │ ├── Contents.json
│ │ │ │ │ │ ├── photo_camera_2x.png
│ │ │ │ │ │ └── photo_camera_3x.png
│ │ │ │ │ └── photo_library.imageset
│ │ │ │ │ │ ├── Contents.json
│ │ │ │ │ │ ├── photo_library_2x.png
│ │ │ │ │ │ └── photo_library_3x.png
│ │ │ │ ├── Base.lproj
│ │ │ │ │ ├── LaunchScreen.storyboard
│ │ │ │ │ └── Main.storyboard
│ │ │ │ ├── Info.plist
│ │ │ │ ├── TFLite
│ │ │ │ │ ├── ImageSegmentationHelper.swift
│ │ │ │ │ └── TFLiteExtension.swift
│ │ │ │ ├── UIKitExtension.swift
│ │ │ │ ├── ViewController.swift
│ │ │ │ └── boy.jpg
│ │ │ ├── Podfile
│ │ │ ├── Podfile.lock
│ │ │ └── README.md
│ │ └── raspberry_pi
│ │ │ ├── README.md
│ │ │ ├── overlay_mode.png
│ │ │ ├── requirements.txt
│ │ │ ├── segment.py
│ │ │ ├── setup.sh
│ │ │ ├── sidebyside_mode.png
│ │ │ ├── test_data
│ │ │ ├── ground_truth_label.txt
│ │ │ ├── ground_truth_segmentation.png
│ │ │ └── input_image.jpeg
│ │ │ └── utils.py
│ ├── model_personalization
│ │ ├── README.md
│ │ ├── android
│ │ │ ├── README.md
│ │ │ ├── app
│ │ │ │ ├── build.gradle
│ │ │ │ ├── download_models.gradle
│ │ │ │ ├── proguard-rules.pro
│ │ │ │ └── src
│ │ │ │ │ └── main
│ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ ├── java
│ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── modelpersonalization
│ │ │ │ │ │ ├── MainActivity.kt
│ │ │ │ │ │ ├── MainViewModel.kt
│ │ │ │ │ │ ├── TransferLearningHelper.kt
│ │ │ │ │ │ └── fragments
│ │ │ │ │ │ ├── CameraFragment.kt
│ │ │ │ │ │ ├── HelperDialog.kt
│ │ │ │ │ │ ├── PermissionsFragment.kt
│ │ │ │ │ │ └── SettingFragment.kt
│ │ │ │ │ └── res
│ │ │ │ │ ├── color
│ │ │ │ │ └── selector_ic.xml
│ │ │ │ │ ├── drawable-v24
│ │ │ │ │ ├── ic_launcher_foreground.xml
│ │ │ │ │ └── tfl_logo.png
│ │ │ │ │ ├── drawable
│ │ │ │ │ ├── btn_big_gray.xml
│ │ │ │ │ ├── btn_big_green.xml
│ │ │ │ │ ├── btn_big_yellow.xml
│ │ │ │ │ ├── btn_default.xml
│ │ │ │ │ ├── btn_default_highlight.xml
│ │ │ │ │ ├── ic_baseline_settings.xml
│ │ │ │ │ ├── ic_minus.xml
│ │ │ │ │ ├── ic_plus.xml
│ │ │ │ │ ├── tf_out_line.xml
│ │ │ │ │ └── toggle_widget_background.xml
│ │ │ │ │ ├── layout
│ │ │ │ │ ├── activity_main.xml
│ │ │ │ │ ├── fragment_camera.xml
│ │ │ │ │ └── fragment_setting.xml
│ │ │ │ │ ├── mipmap-anydpi-v26
│ │ │ │ │ ├── ic_launcher.xml
│ │ │ │ │ └── ic_launcher_round.xml
│ │ │ │ │ ├── mipmap-hdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-mdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── navigation
│ │ │ │ │ └── nav_graph.xml
│ │ │ │ │ └── values
│ │ │ │ │ ├── colors.xml
│ │ │ │ │ ├── dimens.xml
│ │ │ │ │ ├── strings.xml
│ │ │ │ │ └── styles.xml
│ │ │ ├── build.gradle
│ │ │ ├── gradle.properties
│ │ │ ├── gradle
│ │ │ │ └── wrapper
│ │ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ │ └── gradle-wrapper.properties
│ │ │ ├── gradlew
│ │ │ ├── gradlew.bat
│ │ │ ├── screenshot1.jpg
│ │ │ ├── screenshot2.jpg
│ │ │ └── settings.gradle
│ │ ├── app_screenshot.png
│ │ └── transfer_learning
│ │ │ ├── generate_training_model.py
│ │ │ └── requirements.txt
│ ├── native_api
│ │ └── android_play_services
│ │ │ ├── c_api
│ │ │ ├── app
│ │ │ │ ├── build.gradle
│ │ │ │ ├── proguard-rules.pro
│ │ │ │ └── src
│ │ │ │ │ ├── androidTest
│ │ │ │ │ └── java
│ │ │ │ │ │ └── com
│ │ │ │ │ │ └── google
│ │ │ │ │ │ └── samples
│ │ │ │ │ │ └── gms
│ │ │ │ │ │ └── tflite
│ │ │ │ │ │ └── c
│ │ │ │ │ │ └── instrumentation
│ │ │ │ │ │ ├── BasicScenarioTest.java
│ │ │ │ │ │ └── TfLiteNativeGPUAccelerationTest.java
│ │ │ │ │ └── main
│ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ ├── assets
│ │ │ │ │ └── add.tflite
│ │ │ │ │ ├── cpp
│ │ │ │ │ ├── CMakeLists.txt
│ │ │ │ │ ├── com_google_samples_gms_tflite_c_TfLiteJni.cc
│ │ │ │ │ ├── java_interop.h
│ │ │ │ │ └── logging_assert.h
│ │ │ │ │ ├── java
│ │ │ │ │ └── com
│ │ │ │ │ │ └── google
│ │ │ │ │ │ └── samples
│ │ │ │ │ │ └── gms
│ │ │ │ │ │ └── tflite
│ │ │ │ │ │ └── c
│ │ │ │ │ │ ├── MainActivity.java
│ │ │ │ │ │ └── TfLiteJni.java
│ │ │ │ │ └── res
│ │ │ │ │ ├── layout
│ │ │ │ │ └── activity_main.xml
│ │ │ │ │ ├── mipmap-xhdpi
│ │ │ │ │ └── ic_launcher.png
│ │ │ │ │ └── values
│ │ │ │ │ ├── colors.xml
│ │ │ │ │ ├── dimens.xml
│ │ │ │ │ ├── strings.xml
│ │ │ │ │ └── styles.xml
│ │ │ ├── build.gradle
│ │ │ ├── gradle.properties
│ │ │ ├── gradle
│ │ │ │ └── wrapper
│ │ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ │ └── gradle-wrapper.properties
│ │ │ ├── gradlew
│ │ │ ├── gradlew.bat
│ │ │ └── settings.gradle
│ │ │ └── cc_api
│ │ │ ├── app
│ │ │ ├── build.gradle
│ │ │ ├── proguard-rules.pro
│ │ │ ├── src
│ │ │ │ ├── androidTest
│ │ │ │ │ └── java
│ │ │ │ │ │ └── com
│ │ │ │ │ │ └── google
│ │ │ │ │ │ └── samples
│ │ │ │ │ │ └── gms
│ │ │ │ │ │ └── tflite
│ │ │ │ │ │ └── c
│ │ │ │ │ │ └── instrumentation
│ │ │ │ │ │ ├── BasicScenarioTest.java
│ │ │ │ │ │ └── TfLiteNativeGPUAccelerationTest.java
│ │ │ │ └── main
│ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ ├── assets
│ │ │ │ │ └── add.tflite
│ │ │ │ │ ├── cpp
│ │ │ │ │ ├── CMakeLists.txt
│ │ │ │ │ ├── Modules
│ │ │ │ │ │ └── Findtflite_cc_api.cmake
│ │ │ │ │ ├── com_google_samples_gms_tflite_cc_TfLiteJni.cc
│ │ │ │ │ ├── java_interop.h
│ │ │ │ │ └── logging_assert.h
│ │ │ │ │ ├── java
│ │ │ │ │ └── com
│ │ │ │ │ │ └── google
│ │ │ │ │ │ └── samples
│ │ │ │ │ │ └── gms
│ │ │ │ │ │ └── tflite
│ │ │ │ │ │ └── cc
│ │ │ │ │ │ ├── MainActivity.java
│ │ │ │ │ │ └── TfLiteJni.java
│ │ │ │ │ └── res
│ │ │ │ │ ├── layout
│ │ │ │ │ └── activity_main.xml
│ │ │ │ │ ├── mipmap-xhdpi
│ │ │ │ │ └── ic_launcher.png
│ │ │ │ │ └── values
│ │ │ │ │ ├── colors.xml
│ │ │ │ │ ├── dimens.xml
│ │ │ │ │ ├── strings.xml
│ │ │ │ │ └── styles.xml
│ │ │ └── tflite-java-extract-cpp-sdk.gradle
│ │ │ ├── build.gradle
│ │ │ ├── gradle.properties
│ │ │ ├── gradle
│ │ │ └── wrapper
│ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ └── gradle-wrapper.properties
│ │ │ ├── gradlew
│ │ │ ├── gradlew.bat
│ │ │ └── settings.gradle
│ ├── object_detection
│ │ ├── android
│ │ │ ├── README.md
│ │ │ ├── app
│ │ │ │ ├── build.gradle
│ │ │ │ ├── download_models.gradle
│ │ │ │ ├── proguard-rules.pro
│ │ │ │ └── src
│ │ │ │ │ ├── androidTest
│ │ │ │ │ ├── assets
│ │ │ │ │ │ └── cat1.png
│ │ │ │ │ └── java
│ │ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── objectdetection
│ │ │ │ │ │ └── TFObjectDetectionTest.kt
│ │ │ │ │ └── main
│ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ ├── java
│ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── objectdetection
│ │ │ │ │ │ ├── MainActivity.kt
│ │ │ │ │ │ ├── ObjectDetectorHelper.kt
│ │ │ │ │ │ ├── OverlayView.kt
│ │ │ │ │ │ └── fragments
│ │ │ │ │ │ ├── CameraFragment.kt
│ │ │ │ │ │ └── PermissionsFragment.kt
│ │ │ │ │ └── res
│ │ │ │ │ ├── color
│ │ │ │ │ └── selector_ic.xml
│ │ │ │ │ ├── drawable-v24
│ │ │ │ │ ├── ic_launcher_foreground.xml
│ │ │ │ │ └── tfl_logo.png
│ │ │ │ │ ├── drawable
│ │ │ │ │ ├── ic_minus.xml
│ │ │ │ │ ├── ic_plus.xml
│ │ │ │ │ └── icn_chevron_up.png
│ │ │ │ │ ├── layout
│ │ │ │ │ ├── activity_main.xml
│ │ │ │ │ ├── fragment_camera.xml
│ │ │ │ │ └── info_bottom_sheet.xml
│ │ │ │ │ ├── mipmap-anydpi-v26
│ │ │ │ │ ├── ic_launcher.xml
│ │ │ │ │ └── ic_launcher_round.xml
│ │ │ │ │ ├── mipmap-hdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-mdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── navigation
│ │ │ │ │ └── nav_graph.xml
│ │ │ │ │ └── values
│ │ │ │ │ ├── colors.xml
│ │ │ │ │ ├── dimens.xml
│ │ │ │ │ ├── strings.xml
│ │ │ │ │ └── styles.xml
│ │ │ ├── build.gradle
│ │ │ ├── gradle.properties
│ │ │ ├── gradle
│ │ │ │ └── wrapper
│ │ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ │ └── gradle-wrapper.properties
│ │ │ ├── gradlew
│ │ │ ├── gradlew.bat
│ │ │ ├── screenshot1.png
│ │ │ └── settings.gradle
│ │ ├── android_play_services
│ │ │ ├── README.md
│ │ │ ├── app
│ │ │ │ ├── build.gradle
│ │ │ │ ├── download_models.gradle
│ │ │ │ ├── proguard-rules.pro
│ │ │ │ └── src
│ │ │ │ │ ├── androidTest
│ │ │ │ │ ├── assets
│ │ │ │ │ │ └── cat1.png
│ │ │ │ │ └── java
│ │ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── objectdetection
│ │ │ │ │ │ └── TFObjectDetectionTest.kt
│ │ │ │ │ └── main
│ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ ├── java
│ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── objectdetection
│ │ │ │ │ │ ├── MainActivity.kt
│ │ │ │ │ │ ├── ObjectDetectorHelper.kt
│ │ │ │ │ │ ├── OverlayView.kt
│ │ │ │ │ │ └── fragments
│ │ │ │ │ │ ├── CameraFragment.kt
│ │ │ │ │ │ └── PermissionsFragment.kt
│ │ │ │ │ └── res
│ │ │ │ │ ├── color
│ │ │ │ │ └── selector_ic.xml
│ │ │ │ │ ├── drawable-v24
│ │ │ │ │ ├── ic_launcher_foreground.xml
│ │ │ │ │ └── tfl_logo.png
│ │ │ │ │ ├── drawable
│ │ │ │ │ ├── ic_minus.xml
│ │ │ │ │ ├── ic_plus.xml
│ │ │ │ │ └── icn_chevron_up.png
│ │ │ │ │ ├── layout
│ │ │ │ │ ├── activity_main.xml
│ │ │ │ │ ├── fragment_camera.xml
│ │ │ │ │ └── info_bottom_sheet.xml
│ │ │ │ │ ├── mipmap-anydpi-v26
│ │ │ │ │ ├── ic_launcher.xml
│ │ │ │ │ └── ic_launcher_round.xml
│ │ │ │ │ ├── mipmap-hdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-mdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── navigation
│ │ │ │ │ └── nav_graph.xml
│ │ │ │ │ └── values
│ │ │ │ │ ├── colors.xml
│ │ │ │ │ ├── dimens.xml
│ │ │ │ │ ├── strings.xml
│ │ │ │ │ └── styles.xml
│ │ │ ├── build.gradle
│ │ │ ├── gradle.properties
│ │ │ ├── gradle
│ │ │ │ └── wrapper
│ │ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ │ └── gradle-wrapper.properties
│ │ │ ├── gradlew
│ │ │ ├── gradlew.bat
│ │ │ ├── screenshot1.png
│ │ │ └── settings.gradle
│ │ ├── ios
│ │ │ ├── ObjectDetection.xcodeproj
│ │ │ │ └── project.pbxproj
│ │ │ ├── ObjectDetection
│ │ │ │ ├── AppDelegate.swift
│ │ │ │ ├── Assets.xcassets
│ │ │ │ │ ├── AppIcon.appiconset
│ │ │ │ │ │ ├── 100.png
│ │ │ │ │ │ ├── 1024.png
│ │ │ │ │ │ ├── 114.png
│ │ │ │ │ │ ├── 120.png
│ │ │ │ │ │ ├── 144.png
│ │ │ │ │ │ ├── 152.png
│ │ │ │ │ │ ├── 167.png
│ │ │ │ │ │ ├── 180.png
│ │ │ │ │ │ ├── 20.png
│ │ │ │ │ │ ├── 29.png
│ │ │ │ │ │ ├── 40.png
│ │ │ │ │ │ ├── 50.png
│ │ │ │ │ │ ├── 57.png
│ │ │ │ │ │ ├── 58.png
│ │ │ │ │ │ ├── 60.png
│ │ │ │ │ │ ├── 72.png
│ │ │ │ │ │ ├── 76.png
│ │ │ │ │ │ ├── 80.png
│ │ │ │ │ │ ├── 87.png
│ │ │ │ │ │ └── Contents.json
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ ├── down_icon.imageset
│ │ │ │ │ │ ├── Contents.json
│ │ │ │ │ │ ├── icnChevronDown.png
│ │ │ │ │ │ ├── icnChevronDown@2x.png
│ │ │ │ │ │ └── icnChevronDown@3x.png
│ │ │ │ │ ├── tfl_logo.imageset
│ │ │ │ │ │ ├── Contents.json
│ │ │ │ │ │ ├── tfl_logo.png
│ │ │ │ │ │ ├── tfl_logo@2x.png
│ │ │ │ │ │ └── tfl_logo@3x.png
│ │ │ │ │ └── up_icon.imageset
│ │ │ │ │ │ ├── Contents.json
│ │ │ │ │ │ ├── icnChevronUp.png
│ │ │ │ │ │ ├── icnChevronUp@2x.png
│ │ │ │ │ │ └── icnChevronUp@3x.png
│ │ │ │ ├── Base.lproj
│ │ │ │ │ ├── LaunchScreen.storyboard
│ │ │ │ │ └── Main.storyboard
│ │ │ │ ├── Camera Feed
│ │ │ │ │ ├── CameraFeedManager.swift
│ │ │ │ │ └── PreviewView.swift
│ │ │ │ ├── Info.plist
│ │ │ │ ├── TFLite
│ │ │ │ │ └── ObjectDetectionHelper.swift
│ │ │ │ ├── ViewControllers
│ │ │ │ │ ├── InferenceViewController.swift
│ │ │ │ │ └── ViewController.swift
│ │ │ │ └── Views
│ │ │ │ │ └── OverlayView.swift
│ │ │ ├── Podfile
│ │ │ ├── Podfile.lock
│ │ │ ├── README.md
│ │ │ └── RunScripts
│ │ │ │ └── download_models.sh
│ │ └── raspberry_pi
│ │ │ ├── README.md
│ │ │ ├── detect.py
│ │ │ ├── requirements.txt
│ │ │ ├── setup.sh
│ │ │ ├── test_data
│ │ │ ├── table.jpg
│ │ │ └── table_results.csv
│ │ │ └── utils.py
│ ├── optical_character_recognition
│ │ └── android
│ │ │ ├── README.md
│ │ │ ├── app
│ │ │ ├── build.gradle
│ │ │ ├── download.gradle
│ │ │ ├── proguard-rules.pro
│ │ │ ├── settings.gradle
│ │ │ └── src
│ │ │ │ └── main
│ │ │ │ ├── AndroidManifest.xml
│ │ │ │ ├── assets
│ │ │ │ ├── android.jpg
│ │ │ │ ├── chrome.jpg
│ │ │ │ └── tensorflow.jpg
│ │ │ │ ├── java
│ │ │ │ └── org
│ │ │ │ │ └── tensorflow
│ │ │ │ │ └── lite
│ │ │ │ │ └── examples
│ │ │ │ │ └── ocr
│ │ │ │ │ ├── ImageUtils.kt
│ │ │ │ │ ├── MLExecutionViewModel.kt
│ │ │ │ │ ├── MainActivity.kt
│ │ │ │ │ ├── ModelExecutionResult.kt
│ │ │ │ │ └── OCRModelExecutor.kt
│ │ │ │ └── res
│ │ │ │ ├── drawable-hdpi
│ │ │ │ └── ic_launcher.png
│ │ │ │ ├── drawable-mdpi
│ │ │ │ └── ic_launcher.png
│ │ │ │ ├── drawable-v24
│ │ │ │ └── ic_launcher_foreground.xml
│ │ │ │ ├── drawable-xxhdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── icn_chevron_down.png
│ │ │ │ ├── icn_chevron_up.png
│ │ │ │ ├── tfl2_logo.png
│ │ │ │ └── tfl2_logo_dark.png
│ │ │ │ ├── drawable
│ │ │ │ ├── bottom_sheet_bg.xml
│ │ │ │ ├── ic_launcher_background.xml
│ │ │ │ └── rounded_edge.xml
│ │ │ │ ├── layout
│ │ │ │ ├── tfe_is_activity_main.xml
│ │ │ │ └── tfe_is_bottom_sheet_layout.xml
│ │ │ │ ├── mipmap-anydpi-v26
│ │ │ │ ├── ic_launcher.xml
│ │ │ │ └── ic_launcher_round.xml
│ │ │ │ ├── mipmap-hdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ ├── mipmap-mdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ ├── mipmap-xhdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ ├── mipmap-xxhdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ ├── mipmap-xxxhdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ └── values
│ │ │ │ ├── colors.xml
│ │ │ │ ├── dimens.xml
│ │ │ │ ├── strings.xml
│ │ │ │ └── styles.xml
│ │ │ ├── build.gradle
│ │ │ ├── gradle.properties
│ │ │ ├── gradle
│ │ │ └── wrapper
│ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ └── gradle-wrapper.properties
│ │ │ ├── gradlew
│ │ │ ├── gradlew.bat
│ │ │ ├── screenshot.gif
│ │ │ └── settings.gradle
│ ├── pose_estimation
│ │ ├── android
│ │ │ ├── README.md
│ │ │ ├── app
│ │ │ │ ├── .gitignore
│ │ │ │ ├── build.gradle
│ │ │ │ ├── download.gradle
│ │ │ │ ├── proguard-rules.pro
│ │ │ │ └── src
│ │ │ │ │ ├── androidTest
│ │ │ │ │ ├── assets
│ │ │ │ │ │ ├── image1.png
│ │ │ │ │ │ ├── image2.jpg
│ │ │ │ │ │ ├── image3.jpeg
│ │ │ │ │ │ ├── image_credits.txt
│ │ │ │ │ │ └── pose_landmark_truth.csv
│ │ │ │ │ └── java
│ │ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── poseestimation
│ │ │ │ │ │ ├── ml
│ │ │ │ │ │ ├── EvaluationUtils.kt
│ │ │ │ │ │ ├── MovenetLightningTest.kt
│ │ │ │ │ │ ├── MovenetMultiPoseTest.kt
│ │ │ │ │ │ ├── MovenetThunderTest.kt
│ │ │ │ │ │ ├── PoseClassifierTest.kt
│ │ │ │ │ │ ├── PosenetTest.kt
│ │ │ │ │ │ └── VisualizationTest.kt
│ │ │ │ │ │ └── tracker
│ │ │ │ │ │ ├── BoundingBoxTrackerTest.kt
│ │ │ │ │ │ └── KeyPointsTrackerTest.kt
│ │ │ │ │ └── main
│ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ ├── assets
│ │ │ │ │ └── labels.txt
│ │ │ │ │ ├── java
│ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── poseestimation
│ │ │ │ │ │ ├── MainActivity.kt
│ │ │ │ │ │ ├── VisualizationUtils.kt
│ │ │ │ │ │ ├── YuvToRgbConverter.kt
│ │ │ │ │ │ ├── camera
│ │ │ │ │ │ └── CameraSource.kt
│ │ │ │ │ │ ├── data
│ │ │ │ │ │ ├── BodyPart.kt
│ │ │ │ │ │ ├── Device.kt
│ │ │ │ │ │ ├── KeyPoint.kt
│ │ │ │ │ │ ├── Person.kt
│ │ │ │ │ │ └── TorsoAndBodyDistance.kt
│ │ │ │ │ │ ├── ml
│ │ │ │ │ │ ├── MoveNet.kt
│ │ │ │ │ │ ├── MoveNetMultiPose.kt
│ │ │ │ │ │ ├── PoseClassifier.kt
│ │ │ │ │ │ ├── PoseDetector.kt
│ │ │ │ │ │ └── PoseNet.kt
│ │ │ │ │ │ └── tracker
│ │ │ │ │ │ ├── AbstractTracker.kt
│ │ │ │ │ │ ├── BoundingBoxTracker.kt
│ │ │ │ │ │ ├── KeyPointsTracker.kt
│ │ │ │ │ │ ├── Track.kt
│ │ │ │ │ │ └── TrackerConfig.kt
│ │ │ │ │ └── res
│ │ │ │ │ ├── drawable-hdpi
│ │ │ │ │ └── ic_launcher.png
│ │ │ │ │ ├── drawable-mdpi
│ │ │ │ │ └── ic_launcher.png
│ │ │ │ │ ├── drawable-xxhdpi
│ │ │ │ │ └── icn_chevron_up.png
│ │ │ │ │ ├── drawable
│ │ │ │ │ ├── rounded_edge.xml
│ │ │ │ │ └── tfl2_logo.png
│ │ │ │ │ ├── layout
│ │ │ │ │ ├── activity_main.xml
│ │ │ │ │ └── bottom_sheet_layout.xml
│ │ │ │ │ └── values
│ │ │ │ │ ├── colors.xml
│ │ │ │ │ ├── strings.xml
│ │ │ │ │ └── themes.xml
│ │ │ ├── build.gradle
│ │ │ ├── gradle.properties
│ │ │ ├── gradle
│ │ │ │ └── wrapper
│ │ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ │ └── gradle-wrapper.properties
│ │ │ ├── gradlew
│ │ │ ├── gradlew.bat
│ │ │ ├── posenetimage.png
│ │ │ └── settings.gradle
│ │ ├── ios
│ │ │ ├── Podfile
│ │ │ ├── Podfile.lock
│ │ │ ├── PoseEstimation.xcodeproj
│ │ │ │ ├── project.pbxproj
│ │ │ │ └── xcshareddata
│ │ │ │ │ └── xcschemes
│ │ │ │ │ └── PoseEstimation.xcscheme
│ │ │ ├── PoseEstimation
│ │ │ │ ├── AppDelegate.swift
│ │ │ │ ├── Assets.xcassets
│ │ │ │ │ ├── AppIcon.appiconset
│ │ │ │ │ │ ├── 100.png
│ │ │ │ │ │ ├── 1024.png
│ │ │ │ │ │ ├── 114.png
│ │ │ │ │ │ ├── 120.png
│ │ │ │ │ │ ├── 144.png
│ │ │ │ │ │ ├── 152.png
│ │ │ │ │ │ ├── 167.png
│ │ │ │ │ │ ├── 180.png
│ │ │ │ │ │ ├── 20.png
│ │ │ │ │ │ ├── 29.png
│ │ │ │ │ │ ├── 40.png
│ │ │ │ │ │ ├── 50.png
│ │ │ │ │ │ ├── 57.png
│ │ │ │ │ │ ├── 58.png
│ │ │ │ │ │ ├── 60.png
│ │ │ │ │ │ ├── 72.png
│ │ │ │ │ │ ├── 76.png
│ │ │ │ │ │ ├── 80.png
│ │ │ │ │ │ ├── 87.png
│ │ │ │ │ │ └── Contents.json
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ ├── tfl_logo.imageset
│ │ │ │ │ │ ├── Contents.json
│ │ │ │ │ │ ├── tfl_logo.png
│ │ │ │ │ │ ├── tfl_logo@2x.png
│ │ │ │ │ │ └── tfl_logo@3x.png
│ │ │ │ │ └── tfl_logo.png
│ │ │ │ ├── Camera
│ │ │ │ │ └── CameraFeedManager.swift
│ │ │ │ ├── Info.plist
│ │ │ │ ├── ML
│ │ │ │ │ ├── Extensions
│ │ │ │ │ │ ├── CGSize+TFLite.swift
│ │ │ │ │ │ ├── CVPixelBuffer+TFLite.swift
│ │ │ │ │ │ └── Data+TFLite.swift
│ │ │ │ │ └── Models
│ │ │ │ │ │ ├── MoveNet.swift
│ │ │ │ │ │ ├── PoseConfig.swift
│ │ │ │ │ │ ├── PoseData.swift
│ │ │ │ │ │ ├── PoseEstimator.swift
│ │ │ │ │ │ └── PoseNet.swift
│ │ │ │ └── UI
│ │ │ │ │ ├── Storyboards
│ │ │ │ │ └── Base.lproj
│ │ │ │ │ │ ├── Launch Screen.storyboard
│ │ │ │ │ │ └── Main.storyboard
│ │ │ │ │ ├── ViewControllers
│ │ │ │ │ └── ViewController.swift
│ │ │ │ │ └── Views
│ │ │ │ │ └── OverlayView.swift
│ │ │ ├── README.md
│ │ │ └── RunScripts
│ │ │ │ └── download_models.sh
│ │ └── raspberry_pi
│ │ │ ├── README.md
│ │ │ ├── data.py
│ │ │ ├── labels.txt
│ │ │ ├── ml
│ │ │ ├── __init__.py
│ │ │ ├── classifier.py
│ │ │ ├── classifier_test.py
│ │ │ ├── movenet.py
│ │ │ ├── movenet_multipose.py
│ │ │ ├── movenet_multipose_test.py
│ │ │ ├── movenet_test.py
│ │ │ ├── posenet.py
│ │ │ └── posenet_test.py
│ │ │ ├── pose_estimation.py
│ │ │ ├── requirements.txt
│ │ │ ├── setup.sh
│ │ │ ├── test_data
│ │ │ ├── image1.png
│ │ │ ├── image2.jpeg
│ │ │ ├── image3.jpeg
│ │ │ ├── image_credits.txt
│ │ │ └── pose_landmark_truth.csv
│ │ │ ├── tracker
│ │ │ ├── __init__.py
│ │ │ ├── bounding_box_tracker.py
│ │ │ ├── bounding_box_tracker_test.py
│ │ │ ├── config.py
│ │ │ ├── keypoint_tracker.py
│ │ │ ├── keypoint_tracker_test.py
│ │ │ └── tracker.py
│ │ │ ├── utils.py
│ │ │ └── visualizer.py
│ ├── posenet
│ │ ├── android
│ │ │ ├── README.md
│ │ │ ├── app
│ │ │ │ ├── build.gradle
│ │ │ │ ├── proguard-rules.pro
│ │ │ │ └── src
│ │ │ │ │ ├── androidTest
│ │ │ │ │ └── java
│ │ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── posenet
│ │ │ │ │ │ └── ExampleInstrumentedTest.kt
│ │ │ │ │ └── main
│ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ ├── java
│ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── posenet
│ │ │ │ │ │ ├── CameraActivity.kt
│ │ │ │ │ │ ├── ConfirmationDialog.kt
│ │ │ │ │ │ ├── Constants.kt
│ │ │ │ │ │ ├── ImageUtils.kt
│ │ │ │ │ │ ├── PosenetActivity.kt
│ │ │ │ │ │ └── TestActivity.kt
│ │ │ │ │ └── res
│ │ │ │ │ ├── drawable-hdpi
│ │ │ │ │ └── ic_launcher.png
│ │ │ │ │ ├── drawable-mdpi
│ │ │ │ │ └── ic_launcher.png
│ │ │ │ │ ├── drawable-v24
│ │ │ │ │ └── ic_launcher_foreground.xml
│ │ │ │ │ ├── drawable-xxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── icn_chevron_down.png
│ │ │ │ │ ├── icn_chevron_up.png
│ │ │ │ │ ├── tfl2_logo.png
│ │ │ │ │ └── tfl2_logo_dark.png
│ │ │ │ │ ├── drawable
│ │ │ │ │ ├── action.png
│ │ │ │ │ ├── ic_launcher_background.xml
│ │ │ │ │ └── image.jpg
│ │ │ │ │ ├── layout
│ │ │ │ │ ├── tfe_pn_activity_camera.xml
│ │ │ │ │ ├── tfe_pn_activity_posenet.xml
│ │ │ │ │ └── tfe_pn_activity_test.xml
│ │ │ │ │ ├── mipmap-anydpi-v26
│ │ │ │ │ ├── ic_launcher.xml
│ │ │ │ │ └── ic_launcher_round.xml
│ │ │ │ │ ├── mipmap-hdpi
│ │ │ │ │ ├── ic_action_info.png
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-mdpi
│ │ │ │ │ ├── ic_action_info.png
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xhdpi
│ │ │ │ │ ├── ic_action_info.png
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxhdpi
│ │ │ │ │ ├── ic_action_info.png
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ └── values
│ │ │ │ │ ├── colors.xml
│ │ │ │ │ ├── strings.xml
│ │ │ │ │ └── styles.xml
│ │ │ ├── build.gradle
│ │ │ ├── gradle.properties
│ │ │ ├── gradle
│ │ │ │ └── wrapper
│ │ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ │ └── gradle-wrapper.properties
│ │ │ ├── gradlew
│ │ │ ├── gradlew.bat
│ │ │ ├── posenet
│ │ │ │ ├── build.gradle
│ │ │ │ ├── download.gradle
│ │ │ │ ├── proguard-rules.pro
│ │ │ │ └── src
│ │ │ │ │ ├── androidTest
│ │ │ │ │ └── java
│ │ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── posenet
│ │ │ │ │ │ └── ExampleInstrumentedTest.java
│ │ │ │ │ └── main
│ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ └── java
│ │ │ │ │ └── org
│ │ │ │ │ └── tensorflow
│ │ │ │ │ └── lite
│ │ │ │ │ └── examples
│ │ │ │ │ └── posenet
│ │ │ │ │ └── lib
│ │ │ │ │ └── Posenet.kt
│ │ │ ├── posenetimage.png
│ │ │ └── settings.gradle
│ │ └── ios
│ │ │ ├── .gitignore
│ │ │ ├── Podfile
│ │ │ ├── Podfile.lock
│ │ │ ├── PoseNet.xcodeproj
│ │ │ └── project.pbxproj
│ │ │ ├── PoseNet
│ │ │ ├── AppDelegate.swift
│ │ │ ├── Assets.xcassets
│ │ │ │ ├── AppIcon.appiconset
│ │ │ │ │ ├── 100.png
│ │ │ │ │ ├── 1024.png
│ │ │ │ │ ├── 120.png
│ │ │ │ │ ├── 144.png
│ │ │ │ │ ├── 152.png
│ │ │ │ │ ├── 167.png
│ │ │ │ │ ├── 180.png
│ │ │ │ │ ├── 20.png
│ │ │ │ │ ├── 29.png
│ │ │ │ │ ├── 40.png
│ │ │ │ │ ├── 58.png
│ │ │ │ │ ├── 60.png
│ │ │ │ │ ├── 72.png
│ │ │ │ │ ├── 76.png
│ │ │ │ │ ├── 80.png
│ │ │ │ │ ├── 87.png
│ │ │ │ │ └── Contents.json
│ │ │ │ ├── Contents.json
│ │ │ │ └── tfl_logo.png
│ │ │ ├── Camera Feed
│ │ │ │ ├── CameraFeedManager.swift
│ │ │ │ └── PreviewView.swift
│ │ │ ├── Cells
│ │ │ │ └── InfoCell.swift
│ │ │ ├── Constants.swift
│ │ │ ├── Extensions
│ │ │ │ ├── CGSizeExtension.swift
│ │ │ │ ├── CVPixelBufferExtension.swift
│ │ │ │ └── TFLiteExtension.swift
│ │ │ ├── Info.plist
│ │ │ ├── ModelDataHandler
│ │ │ │ └── ModelDataHandler.swift
│ │ │ ├── Storyboards
│ │ │ │ └── Base.lproj
│ │ │ │ │ ├── Launch Screen.storyboard
│ │ │ │ │ └── Main.storyboard
│ │ │ ├── ViewControllers
│ │ │ │ └── ViewController.swift
│ │ │ └── Views
│ │ │ │ └── OverlayView.swift
│ │ │ ├── README.md
│ │ │ └── RunScripts
│ │ │ └── download_models.sh
│ ├── recommendation
│ │ ├── android
│ │ │ ├── README.md
│ │ │ ├── app
│ │ │ │ ├── build.gradle
│ │ │ │ ├── download.gradle
│ │ │ │ ├── proguard-rules.pro
│ │ │ │ └── src
│ │ │ │ │ └── main
│ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ ├── assets
│ │ │ │ │ ├── config.json
│ │ │ │ │ ├── config_cnn_i10o100.json
│ │ │ │ │ ├── config_rnn_i10o100.json
│ │ │ │ │ ├── movie_genre_vocab.txt
│ │ │ │ │ └── sorted_movie_vocab.json
│ │ │ │ │ ├── java
│ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── recommendation
│ │ │ │ │ │ ├── Config.java
│ │ │ │ │ │ ├── MainActivity.java
│ │ │ │ │ │ ├── MovieFragment.java
│ │ │ │ │ │ ├── MovieRecyclerViewAdapter.java
│ │ │ │ │ │ ├── RecommendationClient.java
│ │ │ │ │ │ ├── RecommendationFragment.java
│ │ │ │ │ │ ├── RecommendationRecyclerViewAdapter.java
│ │ │ │ │ │ └── data
│ │ │ │ │ │ ├── FileUtil.java
│ │ │ │ │ │ └── MovieItem.java
│ │ │ │ │ └── res
│ │ │ │ │ ├── drawable-hdpi
│ │ │ │ │ └── ic_launcher.png
│ │ │ │ │ ├── drawable-mdpi
│ │ │ │ │ └── ic_launcher.png
│ │ │ │ │ ├── drawable-v24
│ │ │ │ │ └── ic_launcher_foreground.xml
│ │ │ │ │ ├── drawable-xxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── icn_chevron_down.png
│ │ │ │ │ ├── icn_chevron_up.png
│ │ │ │ │ ├── tfl2_logo.png
│ │ │ │ │ └── tfl2_logo_dark.png
│ │ │ │ │ ├── drawable
│ │ │ │ │ └── ic_launcher_background.xml
│ │ │ │ │ ├── layout
│ │ │ │ │ ├── tfe_re_activity_main.xml
│ │ │ │ │ ├── tfe_re_fragment_recommendation.xml
│ │ │ │ │ ├── tfe_re_fragment_recommendation_list.xml
│ │ │ │ │ ├── tfe_re_fragment_selection.xml
│ │ │ │ │ └── tfe_re_fragment_selection_list.xml
│ │ │ │ │ ├── mipmap-anydpi-v26
│ │ │ │ │ ├── ic_launcher.xml
│ │ │ │ │ └── ic_launcher_round.xml
│ │ │ │ │ ├── mipmap-hdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-mdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ └── values
│ │ │ │ │ ├── colors.xml
│ │ │ │ │ ├── dimens.xml
│ │ │ │ │ ├── strings.xml
│ │ │ │ │ └── styles.xml
│ │ │ ├── build.gradle
│ │ │ ├── gradle.properties
│ │ │ ├── gradle
│ │ │ │ └── wrapper
│ │ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ │ └── gradle-wrapper.properties
│ │ │ ├── gradlew
│ │ │ ├── gradlew.bat
│ │ │ └── settings.gradle
│ │ └── ml
│ │ │ ├── configs
│ │ │ ├── __init__.py
│ │ │ ├── input-config.proto
│ │ │ ├── input_config_generated_pb2.py
│ │ │ ├── model_config.py
│ │ │ └── sample_input_config.pbtxt
│ │ │ ├── data
│ │ │ ├── __init__.py
│ │ │ ├── example_generation_movielens.py
│ │ │ └── example_generation_movielens_test.py
│ │ │ ├── model
│ │ │ ├── __init__.py
│ │ │ ├── context_encoder.py
│ │ │ ├── context_encoder_test.py
│ │ │ ├── dotproduct_similarity.py
│ │ │ ├── dotproduct_similarity_test.py
│ │ │ ├── input_pipeline.py
│ │ │ ├── input_pipeline_test.py
│ │ │ ├── label_encoder.py
│ │ │ ├── label_encoder_test.py
│ │ │ ├── losses.py
│ │ │ ├── losses_test.py
│ │ │ ├── metrics.py
│ │ │ ├── metrics_test.py
│ │ │ ├── recommendation_model.py
│ │ │ ├── recommendation_model_launcher.py
│ │ │ ├── recommendation_model_launcher_test.py
│ │ │ ├── recommendation_model_test.py
│ │ │ └── utils.py
│ │ │ ├── ondevice_recommendation.ipynb
│ │ │ └── requirements.txt
│ ├── reinforcement_learning
│ │ ├── android
│ │ │ ├── README.md
│ │ │ ├── app
│ │ │ │ ├── build.gradle
│ │ │ │ ├── proguard-rules.pro
│ │ │ │ └── src
│ │ │ │ │ └── main
│ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ ├── assets
│ │ │ │ │ ├── planestrike_tf.tflite
│ │ │ │ │ └── planestrike_tf_agents.tflite
│ │ │ │ │ ├── java
│ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── reinforcementlearning
│ │ │ │ │ │ ├── BoardCellAdapter.java
│ │ │ │ │ │ ├── BoardCellStatus.java
│ │ │ │ │ │ ├── Constants.java
│ │ │ │ │ │ ├── HiddenBoardCellStatus.java
│ │ │ │ │ │ ├── MainActivity.java
│ │ │ │ │ │ ├── PlaneStrikeAgent.java
│ │ │ │ │ │ ├── RLAgent.java
│ │ │ │ │ │ └── RLAgentFromTFAgents.java
│ │ │ │ │ └── res
│ │ │ │ │ ├── drawable-hdpi
│ │ │ │ │ └── ic_launcher.png
│ │ │ │ │ ├── drawable-mdpi
│ │ │ │ │ └── ic_launcher.png
│ │ │ │ │ ├── drawable-v24
│ │ │ │ │ └── ic_launcher_foreground.xml
│ │ │ │ │ ├── drawable-xxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── icn_chevron_down.png
│ │ │ │ │ ├── icn_chevron_up.png
│ │ │ │ │ ├── tfl2_logo.png
│ │ │ │ │ └── tfl2_logo_dark.png
│ │ │ │ │ ├── drawable
│ │ │ │ │ └── ic_launcher_background.xml
│ │ │ │ │ ├── layout
│ │ │ │ │ └── activity_main.xml
│ │ │ │ │ ├── mipmap-anydpi-v26
│ │ │ │ │ ├── ic_launcher.xml
│ │ │ │ │ └── ic_launcher_round.xml
│ │ │ │ │ ├── mipmap-hdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-mdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ └── values
│ │ │ │ │ ├── colors.xml
│ │ │ │ │ ├── strings.xml
│ │ │ │ │ └── styles.xml
│ │ │ ├── build.gradle
│ │ │ ├── gradle.properties
│ │ │ ├── gradle
│ │ │ │ └── wrapper
│ │ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ │ └── gradle-wrapper.properties
│ │ │ ├── gradlew
│ │ │ ├── gradlew.bat
│ │ │ ├── reinforcementlearning.gif
│ │ │ └── settings.gradle
│ │ └── ml
│ │ │ ├── README.md
│ │ │ ├── common.py
│ │ │ ├── tf_agents
│ │ │ ├── planestrike_py_environment.py
│ │ │ ├── requirements.txt
│ │ │ ├── tflite_from_tf_agents.png
│ │ │ └── training_tf_agents.py
│ │ │ └── tf_and_jax
│ │ │ ├── gym_planestrike
│ │ │ ├── gym_planestrike
│ │ │ │ ├── __init__.py
│ │ │ │ └── envs
│ │ │ │ │ ├── __init__.py
│ │ │ │ │ └── planestrike.py
│ │ │ └── setup.py
│ │ │ ├── jax_training.png
│ │ │ ├── requirements.txt
│ │ │ ├── tf_training.png
│ │ │ ├── training_jax.py
│ │ │ └── training_tf.py
│ ├── smart_reply
│ │ └── android
│ │ │ ├── README.md
│ │ │ ├── app
│ │ │ ├── build.gradle
│ │ │ ├── download.gradle
│ │ │ ├── libs
│ │ │ │ ├── .bazelrc
│ │ │ │ ├── .bazelversion
│ │ │ │ ├── BUILD
│ │ │ │ ├── LICENSE
│ │ │ │ ├── WORKSPACE
│ │ │ │ └── cc
│ │ │ │ │ ├── BUILD
│ │ │ │ │ ├── DummyManifest.xml
│ │ │ │ │ ├── misc
│ │ │ │ │ └── BUILD
│ │ │ │ │ ├── ops
│ │ │ │ │ ├── extract_feature.cc
│ │ │ │ │ ├── extract_feature_test.cc
│ │ │ │ │ ├── normalize.cc
│ │ │ │ │ ├── normalize_test.cc
│ │ │ │ │ ├── predict.cc
│ │ │ │ │ └── predict_test.cc
│ │ │ │ │ ├── predictor.cc
│ │ │ │ │ ├── predictor.h
│ │ │ │ │ ├── predictor_test.cc
│ │ │ │ │ ├── smartreply_jni.cc
│ │ │ │ │ └── testdata
│ │ │ │ │ ├── BUILD
│ │ │ │ │ └── smartreply_samples.tsv
│ │ │ └── src
│ │ │ │ └── main
│ │ │ │ ├── AndroidManifest.xml
│ │ │ │ ├── assets
│ │ │ │ └── backoff_response.txt
│ │ │ │ ├── java
│ │ │ │ └── org
│ │ │ │ │ └── tensorflow
│ │ │ │ │ └── lite
│ │ │ │ │ └── examples
│ │ │ │ │ └── smartreply
│ │ │ │ │ ├── AssetsUtil.java
│ │ │ │ │ ├── MainActivity.java
│ │ │ │ │ ├── SmartReply.java
│ │ │ │ │ └── SmartReplyClient.java
│ │ │ │ └── res
│ │ │ │ ├── drawable-hdpi
│ │ │ │ └── ic_launcher.png
│ │ │ │ ├── drawable-mdpi
│ │ │ │ └── ic_launcher.png
│ │ │ │ ├── drawable-v24
│ │ │ │ └── ic_launcher_foreground.xml
│ │ │ │ ├── drawable-xxhdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── icn_chevron_down.png
│ │ │ │ ├── icn_chevron_up.png
│ │ │ │ ├── tfl2_logo.png
│ │ │ │ └── tfl2_logo_dark.png
│ │ │ │ ├── drawable
│ │ │ │ └── ic_launcher_background.xml
│ │ │ │ ├── layout
│ │ │ │ └── tfe_sr_main_activity.xml
│ │ │ │ ├── mipmap-anydpi-v26
│ │ │ │ ├── ic_launcher.xml
│ │ │ │ └── ic_launcher_round.xml
│ │ │ │ ├── mipmap-hdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ ├── mipmap-mdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ ├── mipmap-xhdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ ├── mipmap-xxhdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ ├── mipmap-xxxhdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ └── values
│ │ │ │ ├── colors.xml
│ │ │ │ ├── dimens.xml
│ │ │ │ ├── strings.xml
│ │ │ │ └── styles.xml
│ │ │ ├── build.gradle
│ │ │ ├── gradle.properties
│ │ │ ├── gradle
│ │ │ └── wrapper
│ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ └── gradle-wrapper.properties
│ │ │ ├── gradlew
│ │ │ ├── gradlew.bat
│ │ │ ├── how-to-build.md
│ │ │ └── settings.gradle
│ ├── sound_classification
│ │ ├── README.md
│ │ ├── ios
│ │ │ ├── Podfile
│ │ │ ├── Podfile.lock
│ │ │ ├── README.md
│ │ │ ├── RunScripts
│ │ │ │ └── download_models.sh
│ │ │ ├── SoundClassification.xcodeproj
│ │ │ │ └── project.pbxproj
│ │ │ └── SoundClassification
│ │ │ │ ├── AppDelegate.swift
│ │ │ │ ├── Assets.xcassets
│ │ │ │ ├── AppIcon.appiconset
│ │ │ │ │ ├── 100.png
│ │ │ │ │ ├── 1024.png
│ │ │ │ │ ├── 120.png
│ │ │ │ │ ├── 144.png
│ │ │ │ │ ├── 152.png
│ │ │ │ │ ├── 167.png
│ │ │ │ │ ├── 180.png
│ │ │ │ │ ├── 20.png
│ │ │ │ │ ├── 29.png
│ │ │ │ │ ├── 40.png
│ │ │ │ │ ├── 50.png
│ │ │ │ │ ├── 58.png
│ │ │ │ │ ├── 60.png
│ │ │ │ │ ├── 72.png
│ │ │ │ │ ├── 76.png
│ │ │ │ │ ├── 80.png
│ │ │ │ │ ├── 87.png
│ │ │ │ │ └── Contents.json
│ │ │ │ ├── Contents.json
│ │ │ │ └── tfl2_logo_dark.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ └── tfl2_logo_dark.png
│ │ │ │ ├── AudioInputManager.swift
│ │ │ │ ├── Base.lproj
│ │ │ │ ├── LaunchScreen.storyboard
│ │ │ │ └── Main.storyboard
│ │ │ │ ├── Info.plist
│ │ │ │ ├── Model
│ │ │ │ └── labels.txt
│ │ │ │ ├── ProbabilityTableViewCell.swift
│ │ │ │ ├── SoundClassifier.swift
│ │ │ │ └── ViewController.swift
│ │ └── raspberry_pi
│ │ │ ├── README.md
│ │ │ ├── classify.py
│ │ │ ├── requirements.txt
│ │ │ ├── setup.sh
│ │ │ ├── test_data
│ │ │ ├── ground_truth.csv
│ │ │ └── meow_16k.wav
│ │ │ └── utils.py
│ ├── speech_commands
│ │ ├── README.md
│ │ ├── ios
│ │ │ ├── Podfile
│ │ │ ├── Podfile.lock
│ │ │ ├── README.md
│ │ │ ├── RunScripts
│ │ │ │ └── download_models.sh
│ │ │ ├── ScreenShots
│ │ │ │ └── speech-commands.jpg
│ │ │ ├── SpeechCommands.xcodeproj
│ │ │ │ └── project.pbxproj
│ │ │ └── SpeechCommands
│ │ │ │ ├── AppDelegate.swift
│ │ │ │ ├── Assets.xcassets
│ │ │ │ ├── AppIcon.appiconset
│ │ │ │ │ ├── 100.png
│ │ │ │ │ ├── 1024.png
│ │ │ │ │ ├── 120.png
│ │ │ │ │ ├── 144.png
│ │ │ │ │ ├── 152.png
│ │ │ │ │ ├── 167.png
│ │ │ │ │ ├── 180.png
│ │ │ │ │ ├── 20.png
│ │ │ │ │ ├── 29.png
│ │ │ │ │ ├── 40.png
│ │ │ │ │ ├── 50.png
│ │ │ │ │ ├── 58.png
│ │ │ │ │ ├── 60.png
│ │ │ │ │ ├── 72.png
│ │ │ │ │ ├── 76.png
│ │ │ │ │ ├── 80.png
│ │ │ │ │ ├── 87.png
│ │ │ │ │ └── Contents.json
│ │ │ │ ├── Contents.json
│ │ │ │ ├── base.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ ├── base.png
│ │ │ │ │ ├── base@2x.png
│ │ │ │ │ └── base@3x.png
│ │ │ │ ├── border_color.colorset
│ │ │ │ │ └── Contents.json
│ │ │ │ ├── inner_shadow_color.colorset
│ │ │ │ │ └── Contents.json
│ │ │ │ └── tfl_logo.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ ├── tfl_logo.png
│ │ │ │ │ ├── tfl_logo@2x.png
│ │ │ │ │ └── tfl_logo@3x.png
│ │ │ │ ├── AudioInputManager
│ │ │ │ └── AudioInputManager.swift
│ │ │ │ ├── Base.lproj
│ │ │ │ ├── LaunchScreen.storyboard
│ │ │ │ └── Main.storyboard
│ │ │ │ ├── Cells
│ │ │ │ ├── InfoCell.swift
│ │ │ │ └── WordCell.swift
│ │ │ │ ├── Info.plist
│ │ │ │ ├── Model
│ │ │ │ ├── .gitignore
│ │ │ │ └── conv_actions_labels.txt
│ │ │ │ ├── ModelDataHandler
│ │ │ │ ├── ModelDataHandler.swift
│ │ │ │ └── RecognizeCommands.swift
│ │ │ │ └── ViewControllers
│ │ │ │ ├── InferenceViewController.swift
│ │ │ │ └── ViewController.swift
│ │ └── ml
│ │ │ ├── .gitignore
│ │ │ ├── README.md
│ │ │ ├── callbacks.py
│ │ │ ├── classes.py
│ │ │ ├── download.py
│ │ │ ├── export
│ │ │ ├── __init__.py
│ │ │ ├── convert_keras_lite.py
│ │ │ ├── convert_keras_to_quantized.py
│ │ │ └── convert_tensorflow_lite.sh
│ │ │ ├── generator.py
│ │ │ ├── model.py
│ │ │ ├── requirements.txt
│ │ │ ├── train.py
│ │ │ └── utils.py
│ ├── speech_recognition
│ │ └── android
│ │ │ ├── app
│ │ │ └── src
│ │ │ │ └── main
│ │ │ │ └── res
│ │ │ │ ├── drawable-hdpi
│ │ │ │ └── ic_launcher.png
│ │ │ │ ├── drawable-mdpi
│ │ │ │ └── ic_launcher.png
│ │ │ │ ├── drawable-v24
│ │ │ │ └── ic_launcher_foreground.xml
│ │ │ │ ├── drawable-xxhdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── icn_chevron_down.png
│ │ │ │ ├── icn_chevron_up.png
│ │ │ │ ├── tfl2_logo.png
│ │ │ │ └── tfl2_logo_dark.png
│ │ │ │ ├── drawable
│ │ │ │ └── ic_launcher_background.xml
│ │ │ │ ├── mipmap-anydpi-v26
│ │ │ │ ├── ic_launcher.xml
│ │ │ │ └── ic_launcher_round.xml
│ │ │ │ ├── mipmap-hdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ ├── mipmap-mdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ ├── mipmap-xhdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ ├── mipmap-xxhdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ └── mipmap-xxxhdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ ├── gradle
│ │ │ └── wrapper
│ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ └── gradle-wrapper.properties
│ │ │ ├── gradlew
│ │ │ └── gradlew.bat
│ ├── style_transfer
│ │ ├── android
│ │ │ ├── README.md
│ │ │ ├── app
│ │ │ │ ├── build.gradle
│ │ │ │ ├── download_model.gradle
│ │ │ │ ├── proguard-rules.pro
│ │ │ │ └── src
│ │ │ │ │ ├── androidTest
│ │ │ │ │ ├── assets
│ │ │ │ │ │ ├── expected_image.png
│ │ │ │ │ │ ├── input_image.jpg
│ │ │ │ │ │ └── input_style.jpg
│ │ │ │ │ └── java
│ │ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── styletransfer
│ │ │ │ │ │ └── StyleTransferHelperTest.kt
│ │ │ │ │ └── main
│ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ ├── assets
│ │ │ │ │ └── thumbnails
│ │ │ │ │ │ ├── style0.jpg
│ │ │ │ │ │ ├── style1.jpg
│ │ │ │ │ │ ├── style10.jpg
│ │ │ │ │ │ ├── style11.jpg
│ │ │ │ │ │ ├── style12.jpg
│ │ │ │ │ │ ├── style13.jpg
│ │ │ │ │ │ ├── style14.jpg
│ │ │ │ │ │ ├── style15.jpg
│ │ │ │ │ │ ├── style16.jpg
│ │ │ │ │ │ ├── style17.jpg
│ │ │ │ │ │ ├── style18.jpg
│ │ │ │ │ │ ├── style19.jpg
│ │ │ │ │ │ ├── style2.jpg
│ │ │ │ │ │ ├── style20.jpg
│ │ │ │ │ │ ├── style21.jpg
│ │ │ │ │ │ ├── style22.jpg
│ │ │ │ │ │ ├── style23.jpg
│ │ │ │ │ │ ├── style24.jpg
│ │ │ │ │ │ ├── style25.jpg
│ │ │ │ │ │ ├── style3.jpg
│ │ │ │ │ │ ├── style4.jpg
│ │ │ │ │ │ ├── style5.jpg
│ │ │ │ │ │ ├── style6.jpg
│ │ │ │ │ │ ├── style7.jpg
│ │ │ │ │ │ ├── style8.jpg
│ │ │ │ │ │ └── style9.jpg
│ │ │ │ │ ├── java
│ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── styletransfer
│ │ │ │ │ │ ├── MainActivity.kt
│ │ │ │ │ │ ├── MainViewModel.kt
│ │ │ │ │ │ ├── SingleLiveEvent.kt
│ │ │ │ │ │ ├── StyleTransferHelper.kt
│ │ │ │ │ │ └── fragments
│ │ │ │ │ │ ├── CameraFragment.kt
│ │ │ │ │ │ ├── PermissionsFragment.kt
│ │ │ │ │ │ ├── StyleAdapter.kt
│ │ │ │ │ │ └── TransformationFragment.kt
│ │ │ │ │ └── res
│ │ │ │ │ ├── drawable-v24
│ │ │ │ │ ├── ic_launcher_foreground.xml
│ │ │ │ │ └── tfl_logo.png
│ │ │ │ │ ├── drawable
│ │ │ │ │ ├── bg_item_style.xml
│ │ │ │ │ ├── bg_item_style_selected.xml
│ │ │ │ │ ├── decoration_divider.xml
│ │ │ │ │ ├── ic_baseline_camera_enhance.xml
│ │ │ │ │ ├── ic_minus.xml
│ │ │ │ │ └── ic_plus.xml
│ │ │ │ │ ├── layout
│ │ │ │ │ ├── activity_main.xml
│ │ │ │ │ ├── fragment_camera.xml
│ │ │ │ │ ├── fragment_transformation.xml
│ │ │ │ │ └── item_style.xml
│ │ │ │ │ ├── mipmap-anydpi-v26
│ │ │ │ │ ├── ic_launcher.xml
│ │ │ │ │ └── ic_launcher_round.xml
│ │ │ │ │ ├── mipmap-hdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-mdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── navigation
│ │ │ │ │ └── nav_graph.xml
│ │ │ │ │ └── values
│ │ │ │ │ ├── colors.xml
│ │ │ │ │ ├── dimens.xml
│ │ │ │ │ ├── strings.xml
│ │ │ │ │ └── style.xml
│ │ │ ├── build.gradle
│ │ │ ├── gradle.properties
│ │ │ ├── gradle
│ │ │ │ └── wrapper
│ │ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ │ └── gradle-wrapper.properties
│ │ │ ├── gradlew
│ │ │ ├── gradlew.bat
│ │ │ ├── screenshot1.jpg
│ │ │ ├── screenshot2.jpg
│ │ │ └── settings.gradle
│ │ └── ios
│ │ │ ├── Podfile
│ │ │ ├── Podfile.lock
│ │ │ ├── README.md
│ │ │ ├── StyleTransfer.xcodeproj
│ │ │ ├── project.pbxproj
│ │ │ └── xcshareddata
│ │ │ │ └── xcschemes
│ │ │ │ └── StyleTransfer.xcscheme
│ │ │ ├── StyleTransfer
│ │ │ ├── AppDelegate.swift
│ │ │ ├── Assets.xcassets
│ │ │ │ ├── AppIcon.appiconset
│ │ │ │ │ ├── 100.png
│ │ │ │ │ ├── 1024.png
│ │ │ │ │ ├── 120.png
│ │ │ │ │ ├── 144.png
│ │ │ │ │ ├── 152.png
│ │ │ │ │ ├── 167.png
│ │ │ │ │ ├── 180.png
│ │ │ │ │ ├── 20.png
│ │ │ │ │ ├── 29.png
│ │ │ │ │ ├── 40.png
│ │ │ │ │ ├── 50.png
│ │ │ │ │ ├── 58.png
│ │ │ │ │ ├── 60.png
│ │ │ │ │ ├── 72.png
│ │ │ │ │ ├── 76.png
│ │ │ │ │ ├── 80.png
│ │ │ │ │ ├── 87.png
│ │ │ │ │ └── Contents.json
│ │ │ │ ├── Contents.json
│ │ │ │ ├── photo_camera.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ ├── photo_camera_2x.png
│ │ │ │ │ └── photo_camera_3x.png
│ │ │ │ ├── photo_library.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ ├── photo_library_2x.png
│ │ │ │ │ └── photo_library_3x.png
│ │ │ │ ├── style0.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ └── style0.jpg
│ │ │ │ ├── style1.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ └── style1.jpg
│ │ │ │ ├── style10.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ └── style10.jpg
│ │ │ │ ├── style11.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ └── style11.jpg
│ │ │ │ ├── style12.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ └── style12.jpg
│ │ │ │ ├── style13.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ └── style13.jpg
│ │ │ │ ├── style14.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ └── style14.jpg
│ │ │ │ ├── style15.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ └── style15.jpg
│ │ │ │ ├── style16.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ └── style16.jpg
│ │ │ │ ├── style17.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ └── style17.jpg
│ │ │ │ ├── style18.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ └── style18.jpg
│ │ │ │ ├── style19.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ └── style19.jpg
│ │ │ │ ├── style2.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ └── style2.jpg
│ │ │ │ ├── style20.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ └── style20.jpg
│ │ │ │ ├── style21.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ └── style21.jpg
│ │ │ │ ├── style22.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ └── style22.jpg
│ │ │ │ ├── style23.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ └── style23.jpg
│ │ │ │ ├── style24.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ └── style24.jpg
│ │ │ │ ├── style25.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ └── style25.jpg
│ │ │ │ ├── style3.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ └── style3.jpg
│ │ │ │ ├── style4.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ └── style4.jpg
│ │ │ │ ├── style5.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ └── style5.jpg
│ │ │ │ ├── style6.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ └── style6.jpg
│ │ │ │ ├── style7.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ └── style7.jpg
│ │ │ │ ├── style8.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ └── style8.jpg
│ │ │ │ └── style9.imageset
│ │ │ │ │ ├── Contents.json
│ │ │ │ │ └── style9.jpg
│ │ │ ├── Base.lproj
│ │ │ │ ├── LaunchScreen.storyboard
│ │ │ │ └── Main.storyboard
│ │ │ ├── Info.plist
│ │ │ ├── StylePickerViewController.swift
│ │ │ ├── StyleTransferer.swift
│ │ │ ├── TFLiteExtension.swift
│ │ │ ├── UIKitExtension.swift
│ │ │ └── ViewController.swift
│ │ │ └── download_tflite_models.sh
│ ├── super_resolution
│ │ ├── android
│ │ │ ├── README.md
│ │ │ ├── app
│ │ │ │ ├── build.gradle
│ │ │ │ ├── download.gradle
│ │ │ │ ├── proguard-rules.pro
│ │ │ │ └── src
│ │ │ │ │ └── main
│ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ ├── assets
│ │ │ │ │ ├── lr-1.jpg
│ │ │ │ │ ├── lr-2.jpg
│ │ │ │ │ └── lr-3.jpg
│ │ │ │ │ ├── cc
│ │ │ │ │ ├── CMakeLists.txt
│ │ │ │ │ ├── SuperResolution.cpp
│ │ │ │ │ ├── SuperResolution.h
│ │ │ │ │ └── SuperResolution_jni.cpp
│ │ │ │ │ ├── java
│ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── superresolution
│ │ │ │ │ │ ├── AssetsUtil.java
│ │ │ │ │ │ └── MainActivity.java
│ │ │ │ │ └── res
│ │ │ │ │ ├── drawable-hdpi
│ │ │ │ │ └── ic_launcher.png
│ │ │ │ │ ├── drawable-mdpi
│ │ │ │ │ └── ic_launcher.png
│ │ │ │ │ ├── drawable-v24
│ │ │ │ │ └── ic_launcher_foreground.xml
│ │ │ │ │ ├── drawable-xxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── icn_chevron_down.png
│ │ │ │ │ ├── icn_chevron_up.png
│ │ │ │ │ ├── tfl2_logo.png
│ │ │ │ │ └── tfl2_logo_dark.png
│ │ │ │ │ ├── drawable
│ │ │ │ │ ├── ic_launcher_background.xml
│ │ │ │ │ └── rounded_edge.xml
│ │ │ │ │ ├── layout
│ │ │ │ │ ├── activity_main.xml
│ │ │ │ │ └── bottom_sheet_layout.xml
│ │ │ │ │ ├── mipmap-anydpi-v26
│ │ │ │ │ ├── ic_launcher.xml
│ │ │ │ │ └── ic_launcher_round.xml
│ │ │ │ │ ├── mipmap-hdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-mdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ └── values
│ │ │ │ │ ├── colors.xml
│ │ │ │ │ ├── strings.xml
│ │ │ │ │ └── styles.xml
│ │ │ ├── build.gradle
│ │ │ ├── gradle.properties
│ │ │ ├── gradle
│ │ │ │ └── wrapper
│ │ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ │ └── gradle-wrapper.properties
│ │ │ ├── gradlew
│ │ │ ├── gradlew.bat
│ │ │ ├── screenshot.jpg
│ │ │ └── settings.gradle
│ │ └── ml
│ │ │ └── super_resolution.ipynb
│ ├── text_classification
│ │ ├── android
│ │ │ ├── README.md
│ │ │ ├── app
│ │ │ │ ├── build.gradle
│ │ │ │ ├── download_model.gradle
│ │ │ │ ├── proguard-rules.pro
│ │ │ │ └── src
│ │ │ │ │ ├── androidTest
│ │ │ │ │ └── java
│ │ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── textclassification
│ │ │ │ │ │ └── TextClassifierInstrumentationTest.kt
│ │ │ │ │ └── main
│ │ │ │ │ ├── AndroidManifest.xml
│ │ │ │ │ ├── java
│ │ │ │ │ └── org
│ │ │ │ │ │ └── tensorflow
│ │ │ │ │ │ └── lite
│ │ │ │ │ │ └── examples
│ │ │ │ │ │ └── textclassification
│ │ │ │ │ │ ├── MainActivity.kt
│ │ │ │ │ │ ├── ResultsAdapter.kt
│ │ │ │ │ │ └── TextClassificationHelper.kt
│ │ │ │ │ └── res
│ │ │ │ │ ├── drawable
│ │ │ │ │ ├── ic_minus.xml
│ │ │ │ │ ├── ic_plus.xml
│ │ │ │ │ ├── icn_chevron_up.png
│ │ │ │ │ └── tfl_logo.png
│ │ │ │ │ ├── layout
│ │ │ │ │ ├── activity_main.xml
│ │ │ │ │ ├── info_bottom_sheet.xml
│ │ │ │ │ └── item_classification.xml
│ │ │ │ │ ├── mipmap-anydpi-v26
│ │ │ │ │ ├── ic_launcher.xml
│ │ │ │ │ └── ic_launcher_round.xml
│ │ │ │ │ ├── mipmap-hdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-mdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── mipmap-xxxhdpi
│ │ │ │ │ ├── ic_launcher.png
│ │ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ │ └── ic_launcher_round.png
│ │ │ │ │ ├── values-night
│ │ │ │ │ └── themes.xml
│ │ │ │ │ └── values
│ │ │ │ │ ├── colors.xml
│ │ │ │ │ ├── dimens.xml
│ │ │ │ │ ├── strings.xml
│ │ │ │ │ └── themes.xml
│ │ │ ├── build.gradle
│ │ │ ├── gradle.properties
│ │ │ ├── gradle
│ │ │ │ └── wrapper
│ │ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ │ └── gradle-wrapper.properties
│ │ │ ├── gradlew
│ │ │ ├── gradlew.bat
│ │ │ └── settings.gradle
│ │ └── ios
│ │ │ ├── Podfile
│ │ │ ├── Podfile.lock
│ │ │ ├── README.md
│ │ │ ├── TextClassification.xcodeproj
│ │ │ └── project.pbxproj
│ │ │ ├── TextClassification
│ │ │ ├── AppDelegate.swift
│ │ │ ├── Assets.xcassets
│ │ │ │ ├── AppIcon.appiconset
│ │ │ │ │ ├── 100.png
│ │ │ │ │ ├── 1024.png
│ │ │ │ │ ├── 114.png
│ │ │ │ │ ├── 120.png
│ │ │ │ │ ├── 144.png
│ │ │ │ │ ├── 152.png
│ │ │ │ │ ├── 167.png
│ │ │ │ │ ├── 180.png
│ │ │ │ │ ├── 20.png
│ │ │ │ │ ├── 29.png
│ │ │ │ │ ├── 40.png
│ │ │ │ │ ├── 50.png
│ │ │ │ │ ├── 57.png
│ │ │ │ │ ├── 58.png
│ │ │ │ │ ├── 60.png
│ │ │ │ │ ├── 72.png
│ │ │ │ │ ├── 76.png
│ │ │ │ │ ├── 80.png
│ │ │ │ │ ├── 87.png
│ │ │ │ │ └── Contents.json
│ │ │ │ └── Contents.json
│ │ │ ├── Base.lproj
│ │ │ │ ├── LaunchScreen.storyboard
│ │ │ │ └── Main.storyboard
│ │ │ ├── Info.plist
│ │ │ └── ViewController.swift
│ │ │ └── screenshot.png
│ ├── text_searcher
│ │ └── android
│ │ │ ├── README.md
│ │ │ ├── app
│ │ │ ├── build.gradle
│ │ │ ├── download.gradle
│ │ │ ├── proguard-rules.pro
│ │ │ └── src
│ │ │ │ ├── androidTest
│ │ │ │ └── java
│ │ │ │ │ └── org
│ │ │ │ │ └── tensorflow
│ │ │ │ │ └── lite
│ │ │ │ │ └── examples
│ │ │ │ │ └── textsearcher
│ │ │ │ │ └── TextSearcherClientTest.kt
│ │ │ │ └── main
│ │ │ │ ├── AndroidManifest.xml
│ │ │ │ ├── java
│ │ │ │ └── org
│ │ │ │ │ └── tensorflow
│ │ │ │ │ └── lite
│ │ │ │ │ └── examples
│ │ │ │ │ └── textsearcher
│ │ │ │ │ ├── tflite
│ │ │ │ │ └── TextSearcherClient.kt
│ │ │ │ │ └── ui
│ │ │ │ │ ├── TextSearcherActivity.kt
│ │ │ │ │ ├── TextSearcherResultActivity.kt
│ │ │ │ │ └── WebviewActivity.kt
│ │ │ │ └── res
│ │ │ │ ├── drawable-hdpi
│ │ │ │ └── ic_launcher.png
│ │ │ │ ├── drawable-mdpi
│ │ │ │ └── ic_launcher.png
│ │ │ │ ├── drawable-v24
│ │ │ │ └── ic_launcher_foreground.xml
│ │ │ │ ├── drawable-xxhdpi
│ │ │ │ └── ic_launcher.png
│ │ │ │ ├── drawable
│ │ │ │ ├── ic_baseline_close_48.xml
│ │ │ │ ├── ic_baseline_search_48.xml
│ │ │ │ ├── ic_baseline_web_48.xml
│ │ │ │ └── ic_launcher_background.xml
│ │ │ │ ├── layout
│ │ │ │ ├── activity_text_searcher.xml
│ │ │ │ ├── activity_text_searcher_result.xml
│ │ │ │ ├── activity_webview.xml
│ │ │ │ ├── preset_query_item_layout.xml
│ │ │ │ └── searcher_result_item_layout.xml
│ │ │ │ ├── menu
│ │ │ │ └── action_bar_menu.xml
│ │ │ │ ├── mipmap-anydpi-v26
│ │ │ │ ├── ic_launcher.xml
│ │ │ │ └── ic_launcher_round.xml
│ │ │ │ ├── mipmap-hdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ ├── mipmap-mdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ ├── mipmap-xhdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ ├── mipmap-xxhdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ ├── mipmap-xxxhdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ └── values
│ │ │ │ ├── colors.xml
│ │ │ │ ├── dimens.xml
│ │ │ │ ├── strings.xml
│ │ │ │ └── themes.xml
│ │ │ ├── build.gradle
│ │ │ ├── gradle.properties
│ │ │ ├── gradle
│ │ │ └── wrapper
│ │ │ │ ├── gradle-wrapper.jar
│ │ │ │ └── gradle-wrapper.properties
│ │ │ ├── gradlew
│ │ │ ├── gradlew.bat
│ │ │ └── settings.gradle
│ └── video_classification
│ │ ├── android
│ │ ├── README.md
│ │ ├── app
│ │ │ ├── build.gradle
│ │ │ ├── download.gradle
│ │ │ ├── proguard-rules.pro
│ │ │ └── src
│ │ │ │ ├── androidTest
│ │ │ │ ├── assets
│ │ │ │ │ └── carving_ice.mp4
│ │ │ │ └── java
│ │ │ │ │ └── org
│ │ │ │ │ └── tensorflow
│ │ │ │ │ └── lite
│ │ │ │ │ └── examples
│ │ │ │ │ └── videoclassification
│ │ │ │ │ └── VideoClassifierTest.kt
│ │ │ │ └── main
│ │ │ │ ├── AndroidManifest.xml
│ │ │ │ ├── assets
│ │ │ │ └── kinetics600_label_map.txt
│ │ │ │ ├── java
│ │ │ │ └── org
│ │ │ │ │ └── tensorflow
│ │ │ │ │ └── lite
│ │ │ │ │ └── examples
│ │ │ │ │ └── videoclassification
│ │ │ │ │ ├── CalculateUtils.kt
│ │ │ │ │ ├── MainActivity.kt
│ │ │ │ │ └── ml
│ │ │ │ │ └── VideoClassifier.kt
│ │ │ │ └── res
│ │ │ │ ├── drawable-xxhdpi
│ │ │ │ ├── icn_chevron_down.png
│ │ │ │ └── icn_chevron_up.png
│ │ │ │ ├── drawable
│ │ │ │ ├── bg_bottom_sheet.xml
│ │ │ │ ├── bg_rectangle.xml
│ │ │ │ ├── ic_baseline_add.xml
│ │ │ │ └── ic_baseline_remove.xml
│ │ │ │ ├── layout
│ │ │ │ ├── activity_main.xml
│ │ │ │ └── layout_bottom_sheet.xml
│ │ │ │ ├── mipmap-anydpi-v26
│ │ │ │ ├── ic_launcher.xml
│ │ │ │ └── ic_launcher_round.xml
│ │ │ │ ├── mipmap-hdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ ├── mipmap-mdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ ├── mipmap-xhdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ ├── mipmap-xxhdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ ├── mipmap-xxxhdpi
│ │ │ │ ├── ic_launcher.png
│ │ │ │ ├── ic_launcher_foreground.png
│ │ │ │ └── ic_launcher_round.png
│ │ │ │ └── values
│ │ │ │ ├── colors.xml
│ │ │ │ ├── dimens.xml
│ │ │ │ ├── strings.xml
│ │ │ │ └── themes.xml
│ │ ├── build.gradle
│ │ ├── gradle.properties
│ │ └── settings.gradle
│ │ └── raspberry_pi
│ │ ├── README.md
│ │ ├── classify.py
│ │ ├── kinetics600_label_map.txt
│ │ ├── requirements.txt
│ │ ├── setup.sh
│ │ ├── test_data
│ │ └── carving_ice.mp4
│ │ ├── video_classifier.py
│ │ └── video_classifier_test.py
└── tools
│ ├── build_all_android.sh
│ ├── build_all_ios.sh
│ ├── build_android_app.sh
│ ├── build_ios_app.sh
│ ├── build_model_maker_api_docs.py
│ ├── shared
│ └── android
│ │ ├── app
│ │ └── src
│ │ │ └── main
│ │ │ └── res
│ │ │ ├── drawable-hdpi
│ │ │ └── ic_launcher.png
│ │ │ ├── drawable-mdpi
│ │ │ └── ic_launcher.png
│ │ │ ├── drawable-v24
│ │ │ └── ic_launcher_foreground.xml
│ │ │ ├── drawable-xxhdpi
│ │ │ ├── ic_launcher.png
│ │ │ ├── icn_chevron_down.png
│ │ │ ├── icn_chevron_up.png
│ │ │ ├── tfl2_logo.png
│ │ │ └── tfl2_logo_dark.png
│ │ │ ├── drawable
│ │ │ └── ic_launcher_background.xml
│ │ │ ├── mipmap-anydpi-v26
│ │ │ ├── ic_launcher.xml
│ │ │ └── ic_launcher_round.xml
│ │ │ ├── mipmap-hdpi
│ │ │ ├── ic_launcher.png
│ │ │ ├── ic_launcher_foreground.png
│ │ │ └── ic_launcher_round.png
│ │ │ ├── mipmap-mdpi
│ │ │ ├── ic_launcher.png
│ │ │ ├── ic_launcher_foreground.png
│ │ │ └── ic_launcher_round.png
│ │ │ ├── mipmap-xhdpi
│ │ │ ├── ic_launcher.png
│ │ │ ├── ic_launcher_foreground.png
│ │ │ └── ic_launcher_round.png
│ │ │ ├── mipmap-xxhdpi
│ │ │ ├── ic_launcher.png
│ │ │ ├── ic_launcher_foreground.png
│ │ │ └── ic_launcher_round.png
│ │ │ └── mipmap-xxxhdpi
│ │ │ ├── ic_launcher.png
│ │ │ ├── ic_launcher_foreground.png
│ │ │ └── ic_launcher_round.png
│ │ ├── gradle
│ │ └── wrapper
│ │ │ ├── gradle-wrapper.jar
│ │ │ └── gradle-wrapper.properties
│ │ ├── gradlew
│ │ └── gradlew.bat
│ └── test_pip_setup.sh
├── setup.py
├── templates
└── notebook.ipynb
└── tensorflow_examples
├── __init__.py
├── lite
├── __init__.py
└── model_maker
│ ├── README.md
│ ├── RELEASE.md
│ ├── __init__.py
│ ├── cli
│ ├── __init__.py
│ ├── cli.py
│ └── cli_test.py
│ ├── core
│ ├── __init__.py
│ ├── api
│ │ ├── __init__.py
│ │ ├── api_gen.py
│ │ ├── api_gen_test.py
│ │ ├── api_util.py
│ │ ├── api_util_test.py
│ │ ├── deprecated_api.py
│ │ ├── golden_api.json
│ │ ├── golden_api_doc.py
│ │ └── include.py
│ ├── compat.py
│ ├── data_util
│ │ ├── __init__.py
│ │ ├── audio_dataloader.py
│ │ ├── audio_dataloader_test.py
│ │ ├── data_util.py
│ │ ├── dataloader.py
│ │ ├── dataloader_test.py
│ │ ├── image_dataloader.py
│ │ ├── image_dataloader_test.py
│ │ ├── image_searcher_dataloader.py
│ │ ├── image_searcher_dataloader_test.py
│ │ ├── metadata_loader.py
│ │ ├── metadata_loader_test.py
│ │ ├── object_detector_dataloader.py
│ │ ├── object_detector_dataloader_test.py
│ │ ├── object_detector_dataloader_util.py
│ │ ├── object_detector_dataloader_util_test.py
│ │ ├── recommendation_config.py
│ │ ├── recommendation_dataloader.py
│ │ ├── recommendation_dataloader_test.py
│ │ ├── recommendation_testutil.py
│ │ ├── searcher_dataloader.py
│ │ ├── searcher_dataloader_test.py
│ │ ├── testdata
│ │ │ ├── annotations.json
│ │ │ ├── annotations
│ │ │ │ └── 2012_12.xml
│ │ │ ├── mobilenet_v2_035_96_embedder_with_metadata.tflite
│ │ │ ├── movies.csv
│ │ │ ├── object_detection_csv
│ │ │ │ ├── json_files
│ │ │ │ │ ├── test_annotations.json
│ │ │ │ │ └── train_annotations.json
│ │ │ │ ├── salad_images
│ │ │ │ │ ├── 279324025_3e74a32a84_o.jpg
│ │ │ │ │ ├── 3167707458_7b2eebed9e_o.jpg
│ │ │ │ │ └── 8515203476_b575d9b2fc_o.jpg
│ │ │ │ └── salads_ml_use.csv
│ │ │ ├── regex_one_embedding_with_metadata.tflite
│ │ │ ├── searcher_images
│ │ │ │ ├── animals
│ │ │ │ │ ├── cats_and_dogs.dat
│ │ │ │ │ ├── cats_and_dogs.jpg
│ │ │ │ │ ├── sparrow.dat
│ │ │ │ │ └── sparrow.png
│ │ │ │ ├── food
│ │ │ │ │ └── burger.jpg
│ │ │ │ └── images_with_binary_metadata
│ │ │ │ │ ├── grace_hopper.dat
│ │ │ │ │ ├── grace_hopper.jpg
│ │ │ │ │ ├── wine.dat
│ │ │ │ │ └── wine.jpg
│ │ │ ├── squad_testdata
│ │ │ │ ├── dev-v1.1.json
│ │ │ │ ├── dev-v2.0.json
│ │ │ │ ├── train-v1.1.json
│ │ │ │ └── train-v2.0.json
│ │ │ └── trips.csv
│ │ ├── text_dataloader.py
│ │ ├── text_dataloader_test.py
│ │ ├── text_searcher_dataloader.py
│ │ └── text_searcher_dataloader_test.py
│ ├── export_format.py
│ ├── file_util.py
│ ├── optimization
│ │ ├── __init__.py
│ │ └── warmup.py
│ ├── task
│ │ ├── __init__.py
│ │ ├── audio_classifier.py
│ │ ├── audio_classifier_test.py
│ │ ├── classification_model.py
│ │ ├── classification_model_test.py
│ │ ├── configs.py
│ │ ├── custom_model.py
│ │ ├── custom_model_test.py
│ │ ├── hub_loader.py
│ │ ├── hub_loader_test.py
│ │ ├── image_classifier.py
│ │ ├── image_classifier_test.py
│ │ ├── image_classifier_v1_test.py
│ │ ├── image_preprocessing.py
│ │ ├── image_preprocessing_test.py
│ │ ├── make_image_classifier.py
│ │ ├── metadata_writer_for_image_classifier.py
│ │ ├── metadata_writers
│ │ │ ├── __init__.py
│ │ │ ├── bert
│ │ │ │ ├── __init__.py
│ │ │ │ ├── metadata_writer_for_bert.py
│ │ │ │ ├── question_answerer
│ │ │ │ │ ├── __init__.py
│ │ │ │ │ └── metadata_writer_for_bert_question_answerer.py
│ │ │ │ └── text_classifier
│ │ │ │ │ ├── __init__.py
│ │ │ │ │ └── metadata_writer_for_bert_text_classifier.py
│ │ │ ├── metadata_writer.py
│ │ │ └── text_classifier
│ │ │ │ ├── __init__.py
│ │ │ │ └── metadata_writer_for_text_classifier.py
│ │ ├── model_spec
│ │ │ ├── __init__.py
│ │ │ ├── audio_spec.py
│ │ │ ├── audio_spec_test.py
│ │ │ ├── image_spec.py
│ │ │ ├── model_spec_test.py
│ │ │ ├── object_detector_spec.py
│ │ │ ├── object_detector_spec_test.py
│ │ │ ├── recommendation_spec.py
│ │ │ ├── recommendation_spec_test.py
│ │ │ ├── testdata
│ │ │ │ └── fake_effdet_lite0_hub
│ │ │ │ │ ├── keras_metadata.pb
│ │ │ │ │ ├── saved_model.pb
│ │ │ │ │ └── variables
│ │ │ │ │ ├── variables.data-00000-of-00001
│ │ │ │ │ └── variables.index
│ │ │ ├── text_spec.py
│ │ │ ├── text_spec_test.py
│ │ │ └── util.py
│ │ ├── model_util.py
│ │ ├── model_util_test.py
│ │ ├── model_util_v1_test.py
│ │ ├── object_detector.py
│ │ ├── object_detector_test.py
│ │ ├── question_answer.py
│ │ ├── question_answer_test.py
│ │ ├── question_answer_v1_test.py
│ │ ├── recommendation.py
│ │ ├── recommendation_test.py
│ │ ├── searcher.py
│ │ ├── searcher_test.py
│ │ ├── testdata
│ │ │ ├── average_word_vec_metadata.json
│ │ │ ├── bert_classifier_metadata.json
│ │ │ ├── bert_qa_metadata.json
│ │ │ ├── dummy_sp_text_embedder.tflite
│ │ │ ├── efficientdet_lite0_metadata.json
│ │ │ ├── efficientnet_lite0_metadata.json
│ │ │ ├── hub_module_v1_mini
│ │ │ │ ├── saved_model.pb
│ │ │ │ └── tfhub_module.pb
│ │ │ ├── hub_module_v1_mini_train
│ │ │ │ ├── saved_model.pb
│ │ │ │ ├── tfhub_module.pb
│ │ │ │ └── variables
│ │ │ │ │ ├── variables.data-00000-of-00001
│ │ │ │ │ └── variables.index
│ │ │ ├── mobilenet_v3_small_100_224_embedder_scann.json
│ │ │ └── saved_model_v2_mini
│ │ │ │ ├── saved_model.pb
│ │ │ │ └── variables
│ │ │ │ ├── variables.data-00000-of-00001
│ │ │ │ └── variables.index
│ │ ├── text_classifier.py
│ │ ├── text_classifier_test.py
│ │ ├── text_classifier_v1_test.py
│ │ └── train_image_classifier_lib.py
│ ├── test_util.py
│ └── utils
│ │ ├── __init__.py
│ │ ├── ondevice_scann_builder.py
│ │ ├── ondevice_scann_builder_test.py
│ │ ├── scann_converter.py
│ │ └── scann_converter_test.py
│ ├── demo
│ ├── __init__.py
│ ├── audio_classification_demo.py
│ ├── audio_classification_demo_test.py
│ ├── custom_model_demo.py
│ ├── custom_model_demo_test.py
│ ├── image_classification.ipynb
│ ├── image_classification_demo.py
│ ├── image_classification_demo_test.py
│ ├── question_answer_demo.py
│ ├── recommendation_demo.py
│ ├── recommendation_demo_test.py
│ ├── text_classification.ipynb
│ ├── text_classification_demo.py
│ └── text_classification_demo_test.py
│ ├── pip_package
│ ├── create_venv.sh
│ ├── golden_api_test.py
│ ├── setup.py
│ ├── setup_util.py
│ └── test_pip_package.sh
│ ├── public
│ ├── __init__.py
│ ├── audio_classifier
│ │ └── __init__.py
│ ├── config
│ │ └── __init__.py
│ ├── image_classifier
│ │ └── __init__.py
│ ├── model_spec
│ │ └── __init__.py
│ ├── object_detector
│ │ └── __init__.py
│ ├── question_answer
│ │ └── __init__.py
│ ├── recommendation
│ │ ├── __init__.py
│ │ └── spec
│ │ │ └── __init__.py
│ ├── searcher
│ │ └── __init__.py
│ └── text_classifier
│ │ └── __init__.py
│ ├── requirements.txt
│ ├── requirements_nightly.txt
│ └── third_party
│ ├── efficientdet
│ ├── Det-AdvProp.md
│ ├── README.md
│ ├── __init__.py
│ ├── aug
│ │ ├── __init__.py
│ │ ├── autoaugment.py
│ │ ├── gridmask.py
│ │ └── mosaic.py
│ ├── backbone
│ │ ├── __init__.py
│ │ ├── autoaugment.py
│ │ ├── backbone_factory.py
│ │ ├── efficientnet_builder.py
│ │ ├── efficientnet_lite_builder.py
│ │ ├── efficientnet_model.py
│ │ ├── preprocessing.py
│ │ └── train_backbone.py
│ ├── coco_metric.py
│ ├── dataloader.py
│ ├── dataset
│ │ ├── README.md
│ │ ├── __init__.py
│ │ ├── create_coco_tfrecord.py
│ │ ├── create_pascal_tfrecord.py
│ │ ├── inspect_tfrecords.py
│ │ ├── label_map_util.py
│ │ └── tfrecord_util.py
│ ├── det_advprop_tutorial.ipynb
│ ├── det_model_fn.py
│ ├── efficientdet_arch.py
│ ├── hparams_config.py
│ ├── inference.py
│ ├── install_deps.sh
│ ├── iou_utils.py
│ ├── keras
│ │ ├── README.md
│ │ ├── __init__.py
│ │ ├── anchors.py
│ │ ├── efficientdet_keras.py
│ │ ├── eval.py
│ │ ├── eval_tflite.py
│ │ ├── fpn_configs.py
│ │ ├── infer.py
│ │ ├── infer_lib.py
│ │ ├── inspector.py
│ │ ├── label_util.py
│ │ ├── postprocess.py
│ │ ├── segmentation.py
│ │ ├── tfmot.py
│ │ ├── train.py
│ │ ├── train_lib.py
│ │ ├── util_keras.py
│ │ └── wbf.py
│ ├── main.py
│ ├── model_inspect.py
│ ├── nms_np.py
│ ├── object_detection
│ │ ├── __init__.py
│ │ ├── argmax_matcher.py
│ │ ├── box_coder.py
│ │ ├── box_list.py
│ │ ├── faster_rcnn_box_coder.py
│ │ ├── matcher.py
│ │ ├── preprocessor.py
│ │ ├── region_similarity_calculator.py
│ │ ├── shape_utils.py
│ │ ├── target_assigner.py
│ │ └── tf_example_decoder.py
│ ├── requirements.txt
│ ├── run_tflite.py
│ ├── tensorrt.py
│ ├── tutorial.ipynb
│ ├── utils.py
│ └── visualize
│ │ ├── __init__.py
│ │ ├── shape_utils.py
│ │ ├── standard_fields.py
│ │ ├── static_shape.py
│ │ └── vis_utils.py
│ └── recommendation
│ └── ml
│ ├── configs
│ ├── __init__.py
│ ├── input-config.proto
│ ├── input_config_pb2.py
│ ├── model_config.py
│ └── sample_input_config.pbtxt
│ ├── data
│ ├── __init__.py
│ ├── example_generation_movielens.py
│ └── example_generation_movielens_test.py
│ ├── model
│ ├── __init__.py
│ ├── context_encoder.py
│ ├── context_encoder_test.py
│ ├── dotproduct_similarity.py
│ ├── dotproduct_similarity_test.py
│ ├── input_pipeline.py
│ ├── input_pipeline_test.py
│ ├── label_encoder.py
│ ├── label_encoder_test.py
│ ├── losses.py
│ ├── losses_test.py
│ ├── metrics.py
│ ├── metrics_test.py
│ ├── recommendation_model.py
│ ├── recommendation_model_launcher.py
│ ├── recommendation_model_launcher_test.py
│ ├── recommendation_model_test.py
│ └── utils.py
│ ├── ondevice_recommendation.ipynb
│ └── requirements.txt
├── models
├── __init__.py
├── dcgan
│ ├── __init__.py
│ ├── dcgan.py
│ └── dcgan_test.py
├── densenet
│ ├── README.md
│ ├── __init__.py
│ ├── densenet.py
│ ├── densenet_distributed_test.py
│ ├── densenet_test.py
│ ├── distributed_train.py
│ ├── train.py
│ └── utils.py
├── nmt_with_attention
│ ├── __init__.py
│ ├── distributed_test.py
│ ├── distributed_train.py
│ ├── nmt.py
│ ├── nmt_test.py
│ ├── train.py
│ └── utils.py
└── pix2pix
│ ├── __init__.py
│ ├── data_download.py
│ ├── pix2pix.py
│ └── pix2pix_test.py
└── profiling
├── imagenet_preprocessing_ineffecient_input_pipeline.py
└── resnet_model.py
/.gitignore:
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1 | **/*.pyc
2 | **/.DS_Store
3 | **/.idea
4 | **/.ipynb_checkpoints
5 |
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/__init__.py:
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1 | """tensorflow_examples is a package for examples of TensorFlow."""
2 |
3 | from __future__ import absolute_import
4 | from __future__ import division
5 | from __future__ import print_function
6 |
7 |
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/courses/udacity_deep_learning/.gitignore:
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1 | notMNIST_large*
2 | notMNIST_small*
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/lite/codelabs/digit_classifier/android/finish/app/src/main/assets/ADD_TFLITE_MODEL_HERE:
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1 | Place the TensorFlow Lite model file (mnist.tflite) you generated from step 2: "Train a machine learning model" here.
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2 | include ':app'
3 |
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1 | Place the TensorFlow Lite model file (mnist.tflite) you generated from step 2: "Train a machine learning model" here.
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2 | include ':app'
3 |
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2 |
3 | /build/
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2 | dandelion
3 | roses
4 | sunflowers
5 | tulips
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2 | include ':app'
3 |
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2 |
3 | /build/
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1 | rootProject.name = 'TFLite Flower Classification Codelab (start) App'
2 | include ':app'
3 |
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1 | {
2 | "info" : {
3 | "author" : "xcode",
4 | "version" : 1
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/lite/examples/audio_classification/raspberry_pi/requirements.txt:
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1 | argparse
2 | matplotlib>=3.2.1
3 | sounddevice>=0.4.1
4 | scipy>=1.7.3 # Only required for test code.
5 | tflite-support>=0.4.2
6 |
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/lite/examples/audio_classification/raspberry_pi/test_data/ground_truth.csv:
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1 | label,score
2 | Cat,0.73828125
3 | Animal,0.66796875
4 | "Domestic animals, pets",0.66796875
5 | Meow,0.4140625
6 | Caterwaul,0.33203125
7 |
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1 | {
2 | "info" : {
3 | "version" : 1,
4 | "author" : "xcode"
5 | }
6 | }
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1 | 3.7.2
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1 | {
2 | "info" : {
3 | "version" : 1,
4 | "author" : "xcode"
5 | }
6 | }
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1 | {
2 | "info" : {
3 | "version" : 1,
4 | "author" : "xcode"
5 | }
6 | }
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/lite/examples/digit_classifier/ios/Podfile:
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1 | platform :ios, '12.0'
2 |
3 | target 'DigitClassifier' do
4 | use_frameworks!
5 |
6 | pod 'Sketch'
7 | pod 'TensorFlowLiteSwift'
8 |
9 | end
10 |
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/lite/examples/generative_ai/android/app/download.gradle:
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1 | task downloadAAR {
2 | download {
3 | src project.ext.AAR_URL
4 | dest project.ext.AAR_PATH
5 | overwrite false
6 | }
7 | }
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1 |
2 |
3 | #FFFFFF
4 |
5 |
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1 |
2 |
3 |
4 |
5 |
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/lite/examples/generative_ai/android/ml/README.md:
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1 | To generate the TFLite model, please follow this [notebook](https://github.com/tensorflow/codelabs/blob/main/KerasNLP/io2023_workshop.ipynb).
2 |
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1 | *.tflite
2 | labels.txt
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/lite/examples/gesture_classification/ios/GestureClassification/Assets.xcassets/Contents.json:
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1 | {
2 | "info" : {
3 | "version" : 1,
4 | "author" : "xcode"
5 | }
6 | }
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/lite/examples/gesture_classification/ios/GestureClassification/Model/display_labels.txt:
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1 | up
2 | down
3 | left
4 | right
5 | left click
6 | right click
7 | scroll up
8 | scroll down
9 |
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1 | /.idea/
2 | /__pycache__/
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1 | /.cache/
2 | /node_modules/
3 | /dist/
4 |
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1 |
4 |
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/lite/examples/image_classification/android_play_services/settings.gradle:
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1 | include 'app'
2 |
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1 | {
2 | "info" : {
3 | "version" : 1,
4 | "author" : "xcode"
5 | }
6 | }
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/lite/examples/image_classification/metadata/requirements.txt:
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1 | # Python packages required for metadata_writer_for_image_classifier.py
2 | absl-py
3 | tensorflow
4 | tflite-support
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3 | opencv-python~=4.5.3.56
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1 | {
2 | "info" : {
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4 | "author" : "xcode"
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3 | opencv-python~=4.5.3.56
4 | tflite-support>=0.4.2
5 | protobuf>=3.18.0,<4
6 |
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/lite/examples/pose_estimation/android/settings.gradle:
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1 | include ':app'
2 | rootProject.name = "TFLite Pose Estimation"
3 |
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1 | {
2 | "info" : {
3 | "author" : "xcode",
4 | "version" : 1
5 | }
6 | }
7 |
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/lite/examples/pose_estimation/raspberry_pi/labels.txt:
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1 | chair
2 | cobra
3 | dog
4 | tree
5 | warrior
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/lite/examples/pose_estimation/raspberry_pi/requirements.txt:
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1 | argparse
2 | numpy>=1.20.0 # To ensure compatibility with OpenCV on Raspberry Pi.
3 | opencv-python~=4.5.3.56
4 | pandas>=1.3.1
5 | tflite-runtime>=2.7.0
6 |
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/lite/examples/posenet/android/posenet/src/main/AndroidManifest.xml:
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1 |
3 |
4 |
5 |
6 |
7 |
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/lite/examples/posenet/android/settings.gradle:
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1 | rootProject.name = 'TFLite PoseNet Demo App'
2 | include ':app', ':posenet'
3 |
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/lite/examples/posenet/ios/.gitignore:
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1 | # ignore model file
2 | *.tflite
3 |
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3 |
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2 | tensorflow>=2.2.0
3 | absl-py>=0.1.6
4 |
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2 | include ':app'
3 |
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--------------------------------------------------------------------------------
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2 | tf-agents==0.9.0
3 | dm-reverb==0.5.0
4 | tensorflow-probability==0.14.0
5 | Pillow==10.0.1
6 |
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2 | jax==0.3.17
3 | jaxlib==0.3.15
4 | tensorboard==2.9.1
5 | tensorflow==2.9.1
6 | numpy==1.23.2
7 | gym==0.18.0
8 | tqdm==4.64.0
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1 | exports_files(["LICENSE"])
2 |
--------------------------------------------------------------------------------
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--------------------------------------------------------------------------------
1 | Ok
2 | Yes
3 | No
4 | 👍
5 | ☺
6 | 😟
7 | ❤️
8 | Lol
9 | Thanks
10 | Got it
11 | Done
12 | Nice
13 | I don't know
14 | What?
15 | Why?
16 | What's up?
17 |
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1 |
2 |
3 | 16dp
4 |
5 |
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--------------------------------------------------------------------------------
1 | rootProject.name = 'TFLite Smart Reply Demo App'
2 | include ':app'
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--------------------------------------------------------------------------------
1 | {
2 | "info" : {
3 | "author" : "xcode",
4 | "version" : 1
5 | }
6 | }
7 |
--------------------------------------------------------------------------------
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--------------------------------------------------------------------------------
1 | 0 snap
2 | 1 _background_noise_
3 | 2 clap
4 |
--------------------------------------------------------------------------------
/lite/examples/sound_classification/raspberry_pi/requirements.txt:
--------------------------------------------------------------------------------
1 | argparse
2 | matplotlib>=3.2.1
3 | sounddevice>=0.4.1
4 | scipy>=1.7.3 # Only required for test code.
5 | tflite-support>=0.4.0
6 |
--------------------------------------------------------------------------------
/lite/examples/sound_classification/raspberry_pi/test_data/ground_truth.csv:
--------------------------------------------------------------------------------
1 | label,score
2 | Cat,0.73828125
3 | Animal,0.66796875
4 | "Domestic animals, pets",0.66796875
5 | Meow,0.4140625
6 | Caterwaul,0.33203125
7 |
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2 | *.tflite
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1 | _silence_
2 | _unknown_
3 | yes
4 | no
5 | up
6 | down
7 | left
8 | right
9 | on
10 | off
11 | stop
12 | go
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1 | Keras==2.2.0
2 | pandas==0.22.0
3 | pandas-ml==0.5.0
4 | tensorflow>=1.14.0
5 | tensorflow-gpu>=1.14.0
6 | wget==3.2
7 |
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2 | include ':app'
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1 | platform :ios, '12.0'
2 |
3 | target 'TextClassification' do
4 | use_frameworks!
5 |
6 | pod 'TensorFlowLiteTaskText'
7 |
8 | end
9 |
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1 | {
2 | "info" : {
3 | "version" : 1,
4 | "author" : "xcode"
5 | }
6 | }
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1 | argparse
2 | numpy>=1.20.0 # To ensure compatibility with OpenCV on Raspberry Pi.
3 | opencv-python~=4.5.3.56
4 | tflite-runtime>=2.7.0
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1 | text,metadata
2 | Good fun movie with good action and good dialogue.,good movie
3 |
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1 | "
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1 | { 'type': 'sparrow', 'class': 'Aves'}
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1 | 3
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1 | D
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1 | text,metadata
2 | it's a charming and often affecting journey,charming trip
3 | what a great and fantastic trip,great trip
4 |
5 |
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1 | pandas>=1.0.5
2 | tensorflow>=2.2.0
3 | absl-py>=0.1.6
4 |
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