├── Course 1 - Part 2 - Lesson 2 - Notebook.ipynb ├── Course 1 - Part 4 - Lesson 2 - Notebook.ipynb ├── Course 1 - Part 4 - Lesson 4 - Notebook.ipynb ├── Course 1 - Part 6 - Lesson 2 - Notebook.ipynb ├── Course 1 - Part 6 - Lesson 3 - Notebook.ipynb ├── Course 1 - Part 8 - Lesson 2 - Notebook.ipynb ├── Course 1 - Part 8 - Lesson 3 - Notebook.ipynb ├── Course 1 - Part 8 - Lesson 4 - Notebook.ipynb ├── Course 2 - Part 2 - Lesson 2 - Notebook.ipynb ├── Course 2 - Part 4 - Lesson 2 - Notebook (Cats v Dogs Augmentation).ipynb ├── Course 2 - Part 4 - Lesson 4 - Notebook.ipynb ├── Course 2 - Part 6 - Lesson 3 - Notebook.ipynb ├── Course 2 - Part 8 - Lesson 2 - Notebook (RockPaperScissors).ipynb ├── Exercises ├── Exercise 1 - House Prices │ ├── Exercise_1_House_Prices_Answer.ipynb │ └── Exercise_1_House_Prices_Question.ipynb ├── Exercise 2 - Handwriting Recognition │ ├── Exercise2-Answer.ipynb │ └── Exercise2-Question.ipynb ├── Exercise 3 - Convolutions │ ├── Exercise 3 - Answer.ipynb │ └── Exercise 3 - Question.ipynb ├── Exercise 4 - Handling Complex Images │ ├── Exercise 4-Question.ipynb │ └── Exercise4-Answer.ipynb ├── Exercise 5 - Real World Scenarios │ ├── Exercise 5 - Answer.ipynb │ └── Exercise 5 - Question.ipynb ├── Exercise 6 - Cats v Dogs with Augmentation │ ├── Exercise 6 - Answer.ipynb │ └── Exercise 6 - Question.ipynb ├── Exercise 7 - Transfer Learning │ ├── Exercise 7 - Answer.ipynb │ └── Exercise 7 - Question.ipynb └── Exercise 8 - Multiclass with Signs │ ├── Exercise 8 - Answer.ipynb │ └── Exercise 8 - Question.ipynb ├── Hello_World_Layers.ipynb ├── Horse-or-Human-WithDropouts.ipynb ├── Horse_or_Human_NoValidation.ipynb ├── TensorFlow Deployment ├── Course 1 - TensorFlow-JS │ ├── README.md │ ├── Week 1 │ │ ├── Examples │ │ │ ├── FirstHTML.html │ │ │ ├── License.txt │ │ │ ├── iris-classifier.html │ │ │ └── iris.csv │ │ └── Exercise │ │ │ ├── License.txt │ │ │ ├── wdbc-test.csv │ │ │ ├── wdbc-train.csv │ │ │ └── wdbc_exercise.html │ ├── Week 2 │ │ ├── Examples │ │ │ ├── License.txt │ │ │ ├── data.js │ │ │ ├── mnist.html │ │ │ └── script.js │ │ └── Exercise │ │ │ ├── License.txt │ │ │ ├── fashion-data.js │ │ │ ├── fashion-mnist.html │ │ │ └── fashion-script_exercise.js │ ├── Week 3 │ │ ├── Examples │ │ │ ├── License.txt │ │ │ ├── Linear-to-JavaScript.ipynb │ │ │ ├── coffee.jpg │ │ │ ├── group1-shard1of1.bin │ │ │ ├── linear.html │ │ │ ├── mobilenet.html │ │ │ ├── model.json │ │ │ └── toxicity.html │ │ └── Exercise │ │ │ ├── License.txt │ │ │ └── TFJS_Week3_Exercise.ipynb │ └── Week 4 │ │ ├── Examples │ │ ├── License.txt │ │ ├── index.js │ │ ├── retrain.html │ │ ├── rps-dataset.js │ │ └── webcam.js │ │ └── Exercise │ │ ├── License.txt │ │ ├── index_exercise.js │ │ ├── rps-dataset.js │ │ ├── rpsls.html │ │ └── webcam.js ├── Course 2 - TensorFlow Lite │ ├── README.md │ ├── Week 1 │ │ ├── Examples │ │ │ ├── TFLite_Week1_Linear_Regression.ipynb │ │ │ └── TFLite_Week1_Transfer_Learning.ipynb │ │ └── Exercises │ │ │ └── TFLite_Week1_Exercise.ipynb │ ├── Week 2 │ │ ├── Examples │ │ │ └── Android Apps │ │ │ │ ├── cats_vs_dogs │ │ │ │ ├── .gitignore │ │ │ │ ├── app │ │ │ │ │ ├── .gitignore │ │ │ │ │ ├── build.gradle │ │ │ │ │ ├── proguard-rules.pro │ │ │ │ │ └── src │ │ │ │ │ │ └── main │ │ │ │ │ │ ├── AndroidManifest.xml │ │ │ │ │ │ ├── assets │ │ │ │ │ │ ├── converted_model.tflite │ │ │ │ │ │ └── label.txt │ │ │ │ │ │ ├── java │ │ │ │ │ │ └── com │ │ │ │ │ │ │ └── google │ │ │ │ │ │ │ └── tflite │ │ │ │ │ │ │ └── catvsdog │ │ │ │ │ │ │ ├── tflite │ │ │ │ │ │ │ └── Classifier.kt │ │ │ │ │ │ │ └── view │ │ │ │ │ │ │ └── ImageClassifierActivity.kt │ │ │ │ │ │ └── res │ │ │ │ │ │ ├── drawable-v24 │ │ │ │ │ │ └── ic_launcher_foreground.xml │ │ │ │ │ │ ├── drawable-xxhdpi │ │ │ │ │ │ ├── ic_action_info.png │ │ │ │ │ │ └── ic_launcher.png │ │ │ │ │ │ ├── drawable │ │ │ │ │ │ ├── ic_launcher_background.xml │ │ │ │ │ │ ├── img0.jpg │ │ │ │ │ │ ├── img1.jpg │ │ │ │ │ │ ├── img17.jpg │ │ │ │ │ │ ├── img2.jpg │ │ │ │ │ │ ├── img22.jpg │ │ │ │ │ │ ├── img3.jpg │ │ │ │ │ │ ├── img4.jpg │ │ │ │ │ │ ├── img5.jpg │ │ │ │ │ │ └── img6.jpg │ │ │ │ │ │ ├── layout │ │ │ │ │ │ └── activity_image_classifier.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 │ │ │ │ │ │ ├── dimens.xml │ │ │ │ │ │ ├── strings.xml │ │ │ │ │ │ └── styles.xml │ │ │ │ ├── build.gradle │ │ │ │ ├── dependency.gradle │ │ │ │ ├── gradle.properties │ │ │ │ ├── gradle │ │ │ │ │ └── wrapper │ │ │ │ │ │ ├── gradle-wrapper.jar │ │ │ │ │ │ └── gradle-wrapper.properties │ │ │ │ ├── gradlew │ │ │ │ ├── gradlew.bat │ │ │ │ └── settings.gradle │ │ │ │ ├── image_classification │ │ │ │ ├── .gitignore │ │ │ │ ├── app │ │ │ │ │ ├── .gitignore │ │ │ │ │ ├── build.gradle │ │ │ │ │ ├── proguard-rules.pro │ │ │ │ │ └── src │ │ │ │ │ │ ├── androidTest │ │ │ │ │ │ └── java │ │ │ │ │ │ │ └── com │ │ │ │ │ │ │ └── google │ │ │ │ │ │ │ └── tflite │ │ │ │ │ │ │ └── imageclassification │ │ │ │ │ │ │ └── sample │ │ │ │ │ │ │ └── ExampleInstrumentedTest.java │ │ │ │ │ │ ├── main │ │ │ │ │ │ ├── AndroidManifest.xml │ │ │ │ │ │ ├── assets │ │ │ │ │ │ │ ├── labels_mobilenet_quant_v1_224.txt │ │ │ │ │ │ │ └── mobilenet_v1_1.0_224_quant.tflite │ │ │ │ │ │ ├── java │ │ │ │ │ │ │ └── com │ │ │ │ │ │ │ │ └── google │ │ │ │ │ │ │ │ └── tflite │ │ │ │ │ │ │ │ └── imageclassification │ │ │ │ │ │ │ │ └── sample │ │ │ │ │ │ │ │ ├── camera │ │ │ │ │ │ │ │ ├── ActivityExtensions.kt │ │ │ │ │ │ │ │ ├── AutoFitTextureView.kt │ │ │ │ │ │ │ │ ├── Camera2BasicFragment.kt │ │ │ │ │ │ │ │ ├── CameraActivity.kt │ │ │ │ │ │ │ │ ├── CompareSizesByArea.kt │ │ │ │ │ │ │ │ ├── ConfirmationDialog.kt │ │ │ │ │ │ │ │ ├── Constants.kt │ │ │ │ │ │ │ │ └── ErrorDialog.kt │ │ │ │ │ │ │ │ ├── tflite │ │ │ │ │ │ │ │ └── Classifier.kt │ │ │ │ │ │ │ │ └── utils │ │ │ │ │ │ │ │ └── ImageUtils.java │ │ │ │ │ │ └── res │ │ │ │ │ │ │ ├── drawable-v24 │ │ │ │ │ │ │ └── ic_launcher_foreground.xml │ │ │ │ │ │ │ ├── drawable │ │ │ │ │ │ │ └── ic_launcher_background.xml │ │ │ │ │ │ │ ├── layout │ │ │ │ │ │ │ ├── activity_camera.xml │ │ │ │ │ │ │ ├── activity_main.xml │ │ │ │ │ │ │ ├── camera_connection_fragment.xml │ │ │ │ │ │ │ ├── fragment_camera.xml │ │ │ │ │ │ │ ├── fragment_camera2_basic.xml │ │ │ │ │ │ │ └── fragment_camera_preview_frament.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 │ │ │ │ │ │ │ ├── dimens.xml │ │ │ │ │ │ │ ├── strings.xml │ │ │ │ │ │ │ └── styles.xml │ │ │ │ │ │ └── test │ │ │ │ │ │ └── java │ │ │ │ │ │ └── com │ │ │ │ │ │ └── google │ │ │ │ │ │ └── tflite │ │ │ │ │ │ └── imageclassification │ │ │ │ │ │ └── sample │ │ │ │ │ │ └── ExampleUnitTest.java │ │ │ │ ├── build.gradle │ │ │ │ ├── gradle.properties │ │ │ │ ├── gradle │ │ │ │ │ └── wrapper │ │ │ │ │ │ ├── gradle-wrapper.jar │ │ │ │ │ │ └── gradle-wrapper.properties │ │ │ │ ├── gradlew │ │ │ │ ├── gradlew.bat │ │ │ │ └── settings.gradle │ │ │ │ └── object_detection │ │ │ │ ├── .gitignore │ │ │ │ ├── app │ │ │ │ ├── .gitignore │ │ │ │ ├── build.gradle │ │ │ │ ├── proguard-rules.pro │ │ │ │ └── src │ │ │ │ │ └── main │ │ │ │ │ ├── AndroidManifest.xml │ │ │ │ │ ├── assets │ │ │ │ │ ├── detect.tflite │ │ │ │ │ └── labelmap.txt │ │ │ │ │ ├── java │ │ │ │ │ └── com │ │ │ │ │ │ └── google │ │ │ │ │ │ └── tflite │ │ │ │ │ │ └── objectdetection │ │ │ │ │ │ ├── CameraActivity.kt │ │ │ │ │ │ ├── CameraConnectionFragment.kt │ │ │ │ │ │ ├── DetectorActivity.kt │ │ │ │ │ │ ├── LegacyCameraConnectionFragment.kt │ │ │ │ │ │ ├── customview │ │ │ │ │ │ ├── AutoFitTextureView.kt │ │ │ │ │ │ ├── OverlayView.kt │ │ │ │ │ │ ├── RecognitionScoreView.kt │ │ │ │ │ │ └── ResultsView.kt │ │ │ │ │ │ ├── env │ │ │ │ │ │ ├── BorderedText.kt │ │ │ │ │ │ ├── ImageUtils.kt │ │ │ │ │ │ └── Logger.kt │ │ │ │ │ │ ├── tflite │ │ │ │ │ │ ├── Classifier.kt │ │ │ │ │ │ └── TFLiteObjectDetectionAPIModel.kt │ │ │ │ │ │ └── tracking │ │ │ │ │ │ └── MultiBoxTracker.kt │ │ │ │ │ └── res │ │ │ │ │ ├── drawable-hdpi │ │ │ │ │ └── ic_launcher.png │ │ │ │ │ ├── drawable-mdpi │ │ │ │ │ └── ic_launcher.png │ │ │ │ │ ├── drawable-v24 │ │ │ │ │ └── ic_launcher_foreground.xml │ │ │ │ │ ├── drawable-xhdpi │ │ │ │ │ └── ic_launcher.png │ │ │ │ │ ├── drawable-xxhdpi │ │ │ │ │ ├── ic_launcher.png │ │ │ │ │ ├── icn_chevron_down.png │ │ │ │ │ ├── icn_chevron_up.png │ │ │ │ │ ├── icn_tf_lite.png │ │ │ │ │ └── tfl_logo.png │ │ │ │ │ ├── drawable-xxxhdpi │ │ │ │ │ ├── caret.jpg │ │ │ │ │ ├── chair.jpg │ │ │ │ │ └── sample_image.jpg │ │ │ │ │ ├── drawable │ │ │ │ │ ├── bottom_sheet_bg.xml │ │ │ │ │ ├── ic_baseline_add.xml │ │ │ │ │ ├── ic_baseline_remove.xml │ │ │ │ │ ├── ic_launcher_background.xml │ │ │ │ │ ├── laptop.jpeg │ │ │ │ │ └── rectangle.xml │ │ │ │ │ ├── layout │ │ │ │ │ ├── activity_camera.xml │ │ │ │ │ ├── camera_connection_fragment.xml │ │ │ │ │ └── camera_connection_fragment_tracking.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 │ │ │ │ │ ├── base-strings.xml │ │ │ │ │ ├── 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 │ │ └── Exercise │ │ │ ├── TFLite_Week2_Exercise.ipynb │ │ │ └── TFLite_Week2_Exercise_Answer.ipynb │ ├── Week 3 │ │ ├── Examples │ │ │ └── iOS Apps │ │ │ │ ├── cats_vs_dogs │ │ │ │ ├── CatVsDogClassifierSample.xcodeproj │ │ │ │ │ ├── project.pbxproj │ │ │ │ │ └── xcuserdata │ │ │ │ │ │ └── lmoroney.xcuserdatad │ │ │ │ │ │ └── xcschemes │ │ │ │ │ │ └── xcschememanagement.plist │ │ │ │ ├── CatVsDogClassifierSample.xcworkspace │ │ │ │ │ ├── contents.xcworkspacedata │ │ │ │ │ ├── xcshareddata │ │ │ │ │ │ └── IDEWorkspaceChecks.plist │ │ │ │ │ └── xcuserdata │ │ │ │ │ │ └── lmoroney.xcuserdatad │ │ │ │ │ │ └── UserInterfaceState.xcuserstate │ │ │ │ ├── CatVsDogClassifierSample │ │ │ │ │ ├── AppDelegate │ │ │ │ │ │ └── AppDelegate.swift │ │ │ │ │ ├── Assets.xcassets │ │ │ │ │ │ ├── 0.imageset │ │ │ │ │ │ │ ├── 0.jpg │ │ │ │ │ │ │ └── Contents.json │ │ │ │ │ │ ├── 1.imageset │ │ │ │ │ │ │ ├── 1.jpg │ │ │ │ │ │ │ └── Contents.json │ │ │ │ │ │ ├── 2.imageset │ │ │ │ │ │ │ ├── 2.jpg │ │ │ │ │ │ │ └── Contents.json │ │ │ │ │ │ ├── 3.imageset │ │ │ │ │ │ │ ├── 3.jpg │ │ │ │ │ │ │ └── Contents.json │ │ │ │ │ │ ├── 4.imageset │ │ │ │ │ │ │ ├── 4.jpg │ │ │ │ │ │ │ └── Contents.json │ │ │ │ │ │ ├── 5.imageset │ │ │ │ │ │ │ ├── 5.jpg │ │ │ │ │ │ │ └── Contents.json │ │ │ │ │ │ ├── 6.imageset │ │ │ │ │ │ │ ├── 6.jpg │ │ │ │ │ │ │ └── Contents.json │ │ │ │ │ │ ├── AppIcon.appiconset │ │ │ │ │ │ │ └── Contents.json │ │ │ │ │ │ └── Contents.json │ │ │ │ │ ├── Cells │ │ │ │ │ │ └── ImageCell.swift │ │ │ │ │ ├── Extensions │ │ │ │ │ │ ├── CVPixelBufferExtension.swift │ │ │ │ │ │ └── UIImageExtension.swift │ │ │ │ │ ├── Info.plist │ │ │ │ │ ├── Model │ │ │ │ │ │ └── .gitignore │ │ │ │ │ ├── ModelDataHandler │ │ │ │ │ │ └── ModelDataHandler.swift │ │ │ │ │ ├── New Group │ │ │ │ │ │ └── UIImageExtension.swift │ │ │ │ │ ├── StoryBoards │ │ │ │ │ │ └── Base.lproj │ │ │ │ │ │ │ ├── LaunchScreen.storyboard │ │ │ │ │ │ │ └── Main.storyboard │ │ │ │ │ ├── ViewController │ │ │ │ │ │ └── ViewController.swift │ │ │ │ │ ├── converted_model.tflite │ │ │ │ │ └── labels.txt │ │ │ │ ├── Podfile │ │ │ │ ├── Podfile.lock │ │ │ │ └── Pods │ │ │ │ │ ├── Manifest.lock │ │ │ │ │ ├── Pods.xcodeproj │ │ │ │ │ ├── project.pbxproj │ │ │ │ │ └── xcuserdata │ │ │ │ │ │ └── lmoroney.xcuserdatad │ │ │ │ │ │ └── xcschemes │ │ │ │ │ │ ├── Pods-CatVsDogClassifierSample.xcscheme │ │ │ │ │ │ ├── TensorFlowLiteC.xcscheme │ │ │ │ │ │ ├── TensorFlowLiteSwift.xcscheme │ │ │ │ │ │ └── xcschememanagement.plist │ │ │ │ │ ├── Target Support Files │ │ │ │ │ ├── Pods-CatVsDogClassifierSample │ │ │ │ │ │ ├── Pods-CatVsDogClassifierSample-Info.plist │ │ │ │ │ │ ├── Pods-CatVsDogClassifierSample-acknowledgements.markdown │ │ │ │ │ │ ├── Pods-CatVsDogClassifierSample-acknowledgements.plist │ │ │ │ │ │ ├── Pods-CatVsDogClassifierSample-dummy.m │ │ │ │ │ │ ├── Pods-CatVsDogClassifierSample-umbrella.h │ │ │ │ │ │ ├── Pods-CatVsDogClassifierSample.debug.xcconfig │ │ │ │ │ │ ├── Pods-CatVsDogClassifierSample.modulemap │ │ │ │ │ │ └── Pods-CatVsDogClassifierSample.release.xcconfig │ │ │ │ │ ├── TensorFlowLiteC │ │ │ │ │ │ └── TensorFlowLiteC.xcconfig │ │ │ │ │ └── TensorFlowLiteSwift │ │ │ │ │ │ ├── TensorFlowLiteSwift-Info.plist │ │ │ │ │ │ ├── TensorFlowLiteSwift-dummy.m │ │ │ │ │ │ ├── TensorFlowLiteSwift-prefix.pch │ │ │ │ │ │ ├── TensorFlowLiteSwift-umbrella.h │ │ │ │ │ │ ├── TensorFlowLiteSwift.modulemap │ │ │ │ │ │ └── TensorFlowLiteSwift.xcconfig │ │ │ │ │ ├── TensorFlowLiteC │ │ │ │ │ └── Frameworks │ │ │ │ │ │ └── TensorFlowLiteC.framework │ │ │ │ │ │ ├── Headers │ │ │ │ │ │ ├── TensorFlowLiteC.h │ │ │ │ │ │ ├── c_api.h │ │ │ │ │ │ └── c_api_types.h │ │ │ │ │ │ ├── Modules │ │ │ │ │ │ └── module.modulemap │ │ │ │ │ │ └── TensorFlowLiteC │ │ │ │ │ └── TensorFlowLiteSwift │ │ │ │ │ ├── LICENSE │ │ │ │ │ ├── README.md │ │ │ │ │ └── tensorflow │ │ │ │ │ └── lite │ │ │ │ │ └── experimental │ │ │ │ │ └── swift │ │ │ │ │ └── Sources │ │ │ │ │ ├── Interpreter.swift │ │ │ │ │ ├── InterpreterError.swift │ │ │ │ │ ├── InterpreterOptions.swift │ │ │ │ │ ├── Model.swift │ │ │ │ │ ├── QuantizationParameters.swift │ │ │ │ │ ├── Tensor.swift │ │ │ │ │ └── TensorFlowLite.swift │ │ │ │ ├── image_classification │ │ │ │ ├── ImageClassification.xcodeproj │ │ │ │ │ ├── project.pbxproj │ │ │ │ │ └── xcuserdata │ │ │ │ │ │ └── lmoroney.xcuserdatad │ │ │ │ │ │ └── xcschemes │ │ │ │ │ │ └── xcschememanagement.plist │ │ │ │ ├── ImageClassification.xcworkspace │ │ │ │ │ ├── contents.xcworkspacedata │ │ │ │ │ ├── xcshareddata │ │ │ │ │ │ └── IDEWorkspaceChecks.plist │ │ │ │ │ └── xcuserdata │ │ │ │ │ │ └── lmoroney.xcuserdatad │ │ │ │ │ │ ├── UserInterfaceState.xcuserstate │ │ │ │ │ │ └── xcdebugger │ │ │ │ │ │ └── Breakpoints_v2.xcbkptlist │ │ │ │ ├── ImageClassification │ │ │ │ │ ├── AppDelegate │ │ │ │ │ │ └── AppDelegate.swift │ │ │ │ │ ├── Assets.xcassets │ │ │ │ │ │ ├── AppIcon.appiconset │ │ │ │ │ │ │ ├── Contents.json │ │ │ │ │ │ │ ├── icn_120x120.png │ │ │ │ │ │ │ ├── icn_152x152.png │ │ │ │ │ │ │ ├── icn_167x167.png │ │ │ │ │ │ │ ├── icn_180x180.png │ │ │ │ │ │ │ └── icn_76x76.png │ │ │ │ │ │ ├── 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 │ │ │ │ │ ├── Extensions │ │ │ │ │ │ └── CVPixelBufferExtension.swift │ │ │ │ │ ├── Info.plist │ │ │ │ │ ├── Model │ │ │ │ │ │ └── .gitignore │ │ │ │ │ ├── ModelDataHandler │ │ │ │ │ │ └── ModelDataHandler.swift │ │ │ │ │ ├── Storyboards │ │ │ │ │ │ └── Base.lproj │ │ │ │ │ │ │ ├── LaunchScreen.storyboard │ │ │ │ │ │ │ └── Main.storyboard │ │ │ │ │ └── ViewControllers │ │ │ │ │ │ └── ViewController.swift │ │ │ │ ├── Podfile │ │ │ │ ├── Podfile.lock │ │ │ │ ├── Pods │ │ │ │ │ ├── Manifest.lock │ │ │ │ │ ├── Pods.xcodeproj │ │ │ │ │ │ ├── project.pbxproj │ │ │ │ │ │ └── xcuserdata │ │ │ │ │ │ │ └── lmoroney.xcuserdatad │ │ │ │ │ │ │ └── xcschemes │ │ │ │ │ │ │ ├── Pods-ImageClassification.xcscheme │ │ │ │ │ │ │ ├── TensorFlowLiteC.xcscheme │ │ │ │ │ │ │ ├── TensorFlowLiteSwift.xcscheme │ │ │ │ │ │ │ └── xcschememanagement.plist │ │ │ │ │ ├── Target Support Files │ │ │ │ │ │ ├── Pods-ImageClassification │ │ │ │ │ │ │ ├── Pods-ImageClassification-Info.plist │ │ │ │ │ │ │ ├── Pods-ImageClassification-acknowledgements.markdown │ │ │ │ │ │ │ ├── Pods-ImageClassification-acknowledgements.plist │ │ │ │ │ │ │ ├── Pods-ImageClassification-dummy.m │ │ │ │ │ │ │ ├── Pods-ImageClassification-umbrella.h │ │ │ │ │ │ │ ├── Pods-ImageClassification.debug.xcconfig │ │ │ │ │ │ │ ├── Pods-ImageClassification.modulemap │ │ │ │ │ │ │ └── Pods-ImageClassification.release.xcconfig │ │ │ │ │ │ ├── TensorFlowLiteC │ │ │ │ │ │ │ └── TensorFlowLiteC.xcconfig │ │ │ │ │ │ └── TensorFlowLiteSwift │ │ │ │ │ │ │ ├── TensorFlowLiteSwift-Info.plist │ │ │ │ │ │ │ ├── TensorFlowLiteSwift-dummy.m │ │ │ │ │ │ │ ├── TensorFlowLiteSwift-prefix.pch │ │ │ │ │ │ │ ├── TensorFlowLiteSwift-umbrella.h │ │ │ │ │ │ │ ├── TensorFlowLiteSwift.modulemap │ │ │ │ │ │ │ └── TensorFlowLiteSwift.xcconfig │ │ │ │ │ ├── TensorFlowLiteC │ │ │ │ │ │ └── Frameworks │ │ │ │ │ │ │ └── TensorFlowLiteC.framework │ │ │ │ │ │ │ ├── Headers │ │ │ │ │ │ │ ├── TensorFlowLiteC.h │ │ │ │ │ │ │ ├── c_api.h │ │ │ │ │ │ │ └── c_api_types.h │ │ │ │ │ │ │ ├── Modules │ │ │ │ │ │ │ └── module.modulemap │ │ │ │ │ │ │ └── TensorFlowLiteC │ │ │ │ │ └── TensorFlowLiteSwift │ │ │ │ │ │ ├── LICENSE │ │ │ │ │ │ ├── README.md │ │ │ │ │ │ └── tensorflow │ │ │ │ │ │ └── lite │ │ │ │ │ │ └── experimental │ │ │ │ │ │ └── swift │ │ │ │ │ │ └── Sources │ │ │ │ │ │ ├── Interpreter.swift │ │ │ │ │ │ ├── InterpreterError.swift │ │ │ │ │ │ ├── InterpreterOptions.swift │ │ │ │ │ │ ├── Model.swift │ │ │ │ │ │ ├── QuantizationParameters.swift │ │ │ │ │ │ ├── Tensor.swift │ │ │ │ │ │ └── TensorFlowLite.swift │ │ │ │ └── RunScripts │ │ │ │ │ └── download_models.sh │ │ │ │ └── object_detection │ │ │ │ ├── ObjectDetection.xcodeproj │ │ │ │ ├── project.pbxproj │ │ │ │ └── xcuserdata │ │ │ │ │ └── lmoroney.xcuserdatad │ │ │ │ │ └── xcschemes │ │ │ │ │ └── xcschememanagement.plist │ │ │ │ ├── ObjectDetection.xcworkspace │ │ │ │ ├── contents.xcworkspacedata │ │ │ │ ├── xcshareddata │ │ │ │ │ └── IDEWorkspaceChecks.plist │ │ │ │ └── xcuserdata │ │ │ │ │ └── lmoroney.xcuserdatad │ │ │ │ │ ├── UserInterfaceState.xcuserstate │ │ │ │ │ └── xcdebugger │ │ │ │ │ └── Breakpoints_v2.xcbkptlist │ │ │ │ ├── ObjectDetection │ │ │ │ ├── AppDelegate │ │ │ │ │ └── AppDelegate.swift │ │ │ │ ├── Assets.xcassets │ │ │ │ │ ├── AppIcon.appiconset │ │ │ │ │ │ ├── Contents.json │ │ │ │ │ │ ├── icn_120x120.png │ │ │ │ │ │ ├── icn_152x152.png │ │ │ │ │ │ ├── icn_167x167.png │ │ │ │ │ │ ├── icn_180x180.png │ │ │ │ │ │ └── icn_76x76.png │ │ │ │ │ ├── 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 │ │ │ │ ├── Cells │ │ │ │ │ └── InfoCell.swift │ │ │ │ ├── Extensions │ │ │ │ │ ├── CVPixelBufferExtension.swift │ │ │ │ │ ├── StringExtension.swift │ │ │ │ │ └── UIColorExtension.swift │ │ │ │ ├── Info.plist │ │ │ │ ├── Model │ │ │ │ │ └── .gitignore │ │ │ │ ├── ModelDataHandler │ │ │ │ │ └── ModelDataHandler.swift │ │ │ │ ├── ViewControllers │ │ │ │ │ └── ViewController.swift │ │ │ │ └── Views │ │ │ │ │ └── OverlayView.swift │ │ │ │ ├── Podfile │ │ │ │ ├── Podfile.lock │ │ │ │ ├── Pods │ │ │ │ ├── Manifest.lock │ │ │ │ ├── Pods.xcodeproj │ │ │ │ │ ├── project.pbxproj │ │ │ │ │ └── xcuserdata │ │ │ │ │ │ └── lmoroney.xcuserdatad │ │ │ │ │ │ └── xcschemes │ │ │ │ │ │ ├── Pods-ObjectDetection.xcscheme │ │ │ │ │ │ ├── TensorFlowLiteC.xcscheme │ │ │ │ │ │ ├── TensorFlowLiteSwift.xcscheme │ │ │ │ │ │ └── xcschememanagement.plist │ │ │ │ ├── Target Support Files │ │ │ │ │ ├── Pods-ObjectDetection │ │ │ │ │ │ ├── Pods-ObjectDetection-Info.plist │ │ │ │ │ │ ├── Pods-ObjectDetection-acknowledgements.markdown │ │ │ │ │ │ ├── Pods-ObjectDetection-acknowledgements.plist │ │ │ │ │ │ ├── Pods-ObjectDetection-dummy.m │ │ │ │ │ │ ├── Pods-ObjectDetection-umbrella.h │ │ │ │ │ │ ├── Pods-ObjectDetection.debug.xcconfig │ │ │ │ │ │ ├── Pods-ObjectDetection.modulemap │ │ │ │ │ │ └── Pods-ObjectDetection.release.xcconfig │ │ │ │ │ ├── TensorFlowLiteC │ │ │ │ │ │ └── TensorFlowLiteC.xcconfig │ │ │ │ │ └── TensorFlowLiteSwift │ │ │ │ │ │ ├── TensorFlowLiteSwift-Info.plist │ │ │ │ │ │ ├── TensorFlowLiteSwift-dummy.m │ │ │ │ │ │ ├── TensorFlowLiteSwift-prefix.pch │ │ │ │ │ │ ├── TensorFlowLiteSwift-umbrella.h │ │ │ │ │ │ ├── TensorFlowLiteSwift.modulemap │ │ │ │ │ │ └── TensorFlowLiteSwift.xcconfig │ │ │ │ ├── TensorFlowLiteC │ │ │ │ │ └── Frameworks │ │ │ │ │ │ └── TensorFlowLiteC.framework │ │ │ │ │ │ ├── Headers │ │ │ │ │ │ ├── TensorFlowLiteC.h │ │ │ │ │ │ ├── c_api.h │ │ │ │ │ │ └── c_api_types.h │ │ │ │ │ │ ├── Modules │ │ │ │ │ │ └── module.modulemap │ │ │ │ │ │ └── TensorFlowLiteC │ │ │ │ └── TensorFlowLiteSwift │ │ │ │ │ ├── LICENSE │ │ │ │ │ ├── README.md │ │ │ │ │ └── tensorflow │ │ │ │ │ └── lite │ │ │ │ │ └── experimental │ │ │ │ │ └── swift │ │ │ │ │ └── Sources │ │ │ │ │ ├── Interpreter.swift │ │ │ │ │ ├── InterpreterError.swift │ │ │ │ │ ├── InterpreterOptions.swift │ │ │ │ │ ├── Model.swift │ │ │ │ │ ├── QuantizationParameters.swift │ │ │ │ │ ├── Tensor.swift │ │ │ │ │ └── TensorFlowLite.swift │ │ │ │ └── RunScripts │ │ │ │ └── download_models.sh │ │ └── Exercise │ │ │ ├── TFLite_Week3_Exercise.ipynb │ │ │ └── TFLite_Week3_Exercise_Answer.ipynb │ └── Week 4 │ │ ├── Examples │ │ ├── README.md │ │ ├── hyperparameter_tuning │ │ │ ├── .gitignore │ │ │ ├── README.md │ │ │ ├── classify.py │ │ │ └── requirements.txt │ │ ├── image_classification │ │ │ ├── .gitignore │ │ │ ├── README.md │ │ │ ├── classify.py │ │ │ ├── dog.jpg │ │ │ ├── labels_mobilenet_quant_v1_224.txt │ │ │ ├── mobilenet_v1_1.0_224_quant.tflite │ │ │ └── requirements.txt │ │ ├── object_detection │ │ │ ├── .gitignore │ │ │ ├── README.md │ │ │ ├── arial.ttf │ │ │ ├── detect.tflite │ │ │ ├── detector.py │ │ │ ├── labelmap.txt │ │ │ ├── main.py │ │ │ ├── requirements.txt │ │ │ ├── utils.py │ │ │ └── visualization_utils.py │ │ └── transfer_learning │ │ │ ├── .gitignore │ │ │ ├── README.md │ │ │ ├── classify.py │ │ │ └── requirements.txt │ │ └── Exercise │ │ ├── TFLite_Week4_Exercise.py │ │ ├── TFLite_Week4_Exercise_Answer.py │ │ └── requirements.txt ├── Course 3 - TensorFlow Datasets │ ├── README.md │ ├── Week 1 │ │ ├── Examples │ │ │ ├── horse-or-human.ipynb │ │ │ ├── legacy_and_s3_api.ipynb │ │ │ ├── rps-exercise-answer.ipynb │ │ │ ├── rps-exercise-question.ipynb │ │ │ ├── tfds_hello_world.ipynb │ │ │ └── tfds_horse-or-human.ipynb │ │ └── Exercises │ │ │ └── TFDS_Week1_Exercise.ipynb │ ├── Week 2 │ │ ├── Examples │ │ │ ├── data.ipynb │ │ │ ├── feature_columns.ipynb │ │ │ └── tfrecord.ipynb │ │ └── Exercises │ │ │ └── TFDS_Week2_Exercise.ipynb │ ├── Week 3 │ │ └── Exercises │ │ │ └── TFDS_Week3_Exercise.ipynb │ └── Week 4 │ │ └── Exercises │ │ └── TFDS_Week4_Exercise.ipynb └── Course 4 - TensorFlow Serving │ ├── README.md │ ├── Week 1 │ ├── Examples │ │ ├── rest_simple.ipynb │ │ └── tfserving_hello_world.ipynb │ └── Exercises │ │ ├── TFServing_Week1_Exercise.ipynb │ │ └── TFServing_Week1_Exercise_Answer.ipynb │ ├── Week 2 │ ├── Examples │ │ ├── text_classification.ipynb │ │ ├── tfhub_basic_examples.ipynb │ │ └── transfer_learning.ipynb │ └── Exercises │ │ └── TFServing_Week2_Exercise.ipynb │ ├── Week 3 │ ├── Examples │ │ └── image_summaries.ipynb │ └── Exercises │ │ └── TFServing_Week3_Exercise.ipynb │ └── Week 4 │ └── Examples │ └── Custom_Federated_Algorithms,_Part_1_Introduction_to_the_Federated_Core.ipynb └── TensorFlow In Practice ├── Course 3 - NLP ├── Course 3 - Week 1 - Exercise-answer.ipynb ├── Course 3 - Week 1 - Exercise-question.ipynb ├── Course 3 - Week 1 - Lesson 1.ipynb ├── Course 3 - Week 1 - Lesson 2.ipynb ├── Course 3 - Week 1 - Lesson 3.ipynb ├── Course 3 - Week 2 - Exercise - Answer.ipynb ├── Course 3 - Week 2 - Exercise - Question.ipynb ├── Course 3 - Week 2 - Lesson 1.ipynb ├── Course 3 - Week 2 - Lesson 2.ipynb ├── Course 3 - Week 2 - Lesson 3.ipynb ├── Course 3 - Week 3 - Lesson 1a.ipynb ├── Course 3 - Week 3 - Lesson 1b.ipynb ├── Course 3 - Week 3 - Lesson 1c.ipynb ├── Course 3 - Week 3 - Lesson 2.ipynb ├── Course 3 - Week 3 - Lesson 2c.ipynb ├── Course 3 - Week 3 - Lesson 2d.ipynb ├── Course 3 - Week 4 - Lesson 1 - Notebook.ipynb ├── Course 3 - Week 4 - Lesson 2 - Notebook.ipynb ├── NLP Course - Week 3 Exercise Answer.ipynb ├── NLP Course - Week 3 Exercise Question.ipynb ├── NLP_Week4_Exercise_Shakespeare_Answer.ipynb ├── NLP_Week4_Exercise_Shakespeare_Question.ipynb ├── meta.tsv └── vecs.tsv └── Course 4 - S+P ├── S+P Week 1 - Lesson 1 - Notebook.ipynb ├── S+P Week 1 - Lesson 3 - Notebook.ipynb ├── S+P Week 2 Lesson 1.ipynb ├── S+P Week 2 Lesson 2.ipynb 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