├── CODE_OF_CONDUCT.md ├── LICENSE ├── README.md ├── android ├── .gitignore ├── app │ ├── .gitignore │ ├── build.gradle │ ├── download_model.gradle │ ├── proguard-rules.pro │ └── src │ │ ├── androidTest │ │ ├── assets │ │ │ ├── table.jpg │ │ │ └── table_results.txt │ │ └── java │ │ │ ├── AndroidManifest.xml │ │ │ └── org │ │ │ └── tensorflow │ │ │ └── lite │ │ │ └── examples │ │ │ └── detection │ │ │ └── DetectorTest.java │ │ └── main │ │ ├── AndroidManifest.xml │ │ ├── assets │ │ ├── coco.txt │ │ ├── kite.jpg │ │ ├── labelmap.txt │ │ └── yolov4-416-fp32.tflite │ │ ├── java │ │ └── org │ │ │ └── tensorflow │ │ │ └── lite │ │ │ └── examples │ │ │ └── detection │ │ │ ├── CameraActivity.java │ │ │ ├── CameraConnectionFragment.java │ │ │ ├── DetectorActivity.java │ │ │ ├── LegacyCameraConnectionFragment.java │ │ │ ├── MainActivity.java │ │ │ ├── customview │ │ │ ├── AutoFitTextureView.java │ │ │ ├── OverlayView.java │ │ │ ├── RecognitionScoreView.java │ │ │ └── ResultsView.java │ │ │ ├── env │ │ │ ├── BorderedText.java │ │ │ ├── ImageUtils.java │ │ │ ├── Logger.java │ │ │ ├── Size.java │ │ │ └── Utils.java │ │ │ ├── tflite │ │ │ ├── Classifier.java │ │ │ └── YoloV4Classifier.java │ │ │ └── tracking │ │ │ └── MultiBoxTracker.java │ │ └── res │ │ ├── drawable-hdpi │ │ └── ic_launcher.png │ │ ├── drawable-mdpi │ │ └── ic_launcher.png │ │ ├── drawable-v24 │ │ ├── ic_launcher_foreground.xml │ │ └── kite.jpg │ │ ├── drawable-xxhdpi │ │ ├── ic_launcher.png │ │ ├── icn_chevron_down.png │ │ ├── icn_chevron_up.png │ │ ├── tfl2_logo.png │ │ └── tfl2_logo_dark.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 │ │ └── rectangle.xml │ │ ├── layout │ │ ├── activity_main.xml │ │ ├── tfe_od_activity_camera.xml │ │ ├── tfe_od_camera_connection_fragment_tracking.xml │ │ └── tfe_od_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 └── settings.gradle ├── benchmarks.py ├── conda-cpu.yml ├── conda-gpu.yml ├── convert_tflite.py ├── convert_trt.py ├── core ├── backbone.py ├── common.py ├── config.py ├── dataset.py ├── utils.py └── yolov4.py ├── data ├── anchors │ ├── basline_anchors.txt │ ├── basline_tiny_anchors.txt │ ├── yolov3_anchors.txt │ └── yolov4_anchors.txt ├── classes │ ├── coco.names │ ├── voc.names │ └── yymnist.names ├── dataset │ ├── val2014.txt │ └── val2017.txt ├── helpers │ ├── custom_config.png │ ├── custom_result.png │ ├── demo.gif │ ├── performance.png │ ├── result-int8.png │ └── result.png ├── images │ ├── dog.jpg │ └── kite.jpg └── video │ ├── road.mp4 │ └── video.mp4 ├── detect.py ├── detect_video.py ├── detections └── detection1.png ├── evaluate.py ├── mAP ├── extra │ ├── intersect-gt-and-pred.py │ └── remove_space.py └── main.py ├── requirements-gpu.txt ├── requirements.txt ├── save_model.py ├── scripts ├── coco_annotation.py ├── coco_convert.py ├── get_coco_dataset_2017.sh ├── google_utils.py ├── voc │ ├── README.md │ ├── get_voc2012.sh │ ├── voc_convert.py │ └── voc_make_names.py └── voc_annotation.py └── train.py 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