├── .devcontainer └── devcontainer.json ├── .gitignore ├── 2007_train.txt ├── 2007_val.txt ├── Pipfile ├── README.md ├── VOCdevkit └── VOC2007 │ ├── Annotations │ ├── 1.xml │ ├── 2.xml │ ├── 3.xml │ ├── 4.xml │ ├── 5.xml │ └── README.md │ ├── ImageSets │ └── Main │ │ ├── README.md │ │ ├── test.txt │ │ ├── train.txt │ │ ├── trainval.txt │ │ └── val.txt │ └── JPEGImages │ ├── 1.jpg │ ├── 2.jpg │ ├── 3.jpg │ ├── 4.jpg │ └── 5.jpg ├── YOLOv4-study学习资料md ├── detect.py ├── gen_annotation.py ├── gesture.streamlit.py ├── get_map.py ├── get_yaml.py ├── img ├── anticlockwise.jpg ├── back.jpg ├── clockwise.jpg ├── down.jpg ├── front.jpg ├── left.jpg ├── right.jpg └── up.jpg ├── instructions.md ├── kmeans_for_anchors.jpg ├── kmeans_for_anchors.py ├── logs ├── README.md ├── gesture_loss_2021_11_14_22_04_00 │ ├── epoch_loss_2021_11_14_22_04_00.png │ ├── epoch_loss_2021_11_14_22_04_00.txt │ └── epoch_val_loss_2021_11_14_22_04_00.txt ├── loss_2022_04_27_08_48_16 │ ├── epoch_loss.png │ ├── epoch_loss.txt │ ├── epoch_val_loss.txt │ └── events.out.tfevents.1651049298.fef10e9dbba1.425.0 ├── loss_2022_04_27_10_38_48 │ ├── epoch_loss.png │ ├── epoch_loss.txt │ ├── epoch_val_loss.txt │ └── events.out.tfevents.1651055931.9b45dd4991ae.367.0 ├── loss_2022_04_27_12_50_47 │ ├── epoch_loss.png │ ├── epoch_loss.txt │ ├── epoch_val_loss.txt │ └── events.out.tfevents.1651063849.274e119c63fb.1015.0 ├── loss_2022_04_28_00_40_54 │ ├── epoch_loss.png │ ├── epoch_loss.txt │ ├── epoch_val_loss.txt │ └── events.out.tfevents.1651106457.117e69507361.564.0 ├── loss_2022_04_28_14_54_17 │ ├── epoch_loss.png │ ├── epoch_loss.txt │ ├── epoch_val_loss.txt │ └── events.out.tfevents.1651128857.LAPTOP-IE5MVR15.24536.0 └── loss_2022_05_02_14_57_57 │ ├── epoch_loss.png │ ├── epoch_loss.txt │ ├── epoch_val_loss.txt │ └── events.out.tfevents.1651503480.437fb01f4bb0.370.0 ├── model_data ├── .gitattributes ├── gesture.yaml ├── gesture_classes.txt ├── simhei.ttf ├── yolo_anchors.txt └── yolotiny_anchors.txt ├── nets ├── CSPdarknet.py ├── CSPdarknet53_tiny.py ├── __init__.py ├── attention.py ├── yolo.py ├── yolo_tiny.py ├── yolo_training.py └── yolotiny_training.py ├── packages.txt ├── predict.py ├── requirements.txt ├── summary.py ├── train.py ├── utils ├── __init__.py ├── callbacks.py ├── dataloader.py ├── utils.py ├── utils_bbox.py ├── utils_fit.py └── utils_map.py ├── utils_coco ├── coco_annotation.py └── get_map_coco.py ├── voc_annotation.py ├── yolo.py ├── yolo_anchors.txt └── yolov4-gesture-tutorial.ipynb /.devcontainer/devcontainer.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Kedreamix/YoloGesture/HEAD/.devcontainer/devcontainer.json -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | *.pyc 2 | *.DS_Store 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