├── .github ├── ISSUE_TEMPLATE │ ├── bug-report.yml │ ├── config.yml │ ├── feature-request.yml │ └── question.yml ├── dependabot.yml ├── translate-readme.yml └── workflows │ ├── ci.yaml │ ├── cla.yml │ └── docker.yaml ├── .gitignore ├── .pre-commit-config.yaml ├── CITATION.cff ├── CONTRIBUTING.md ├── LICENSE ├── MANIFEST.in ├── README.md ├── README.zh-CN.md ├── docker ├── Dockerfile ├── Dockerfile-arm64 └── Dockerfile-cpu ├── docs ├── CNAME ├── README.md ├── SECURITY.md ├── app.md ├── assets │ └── favicon.ico ├── callbacks.md ├── cfg.md ├── cli.md ├── engine.md ├── hub.md ├── index.md ├── predict.md ├── python.md ├── quickstart.md ├── reference │ ├── base_pred.md │ ├── base_trainer.md │ ├── base_val.md │ ├── exporter.md │ ├── model.md │ ├── nn.md │ ├── ops.md │ └── results.md ├── stylesheets │ └── style.css └── tasks │ ├── classification.md │ ├── detection.md │ ├── segmentation.md │ └── tracking.md ├── examples ├── README.md ├── YOLOv8-CPP-Inference │ ├── CMakeLists.txt │ ├── README.md │ ├── inference.cpp │ ├── inference.h │ └── main.cpp ├── YOLOv8-OpenCV-ONNX-Python │ ├── README.md │ └── main.py └── tutorial.ipynb ├── mkdocs.yml ├── requirements.txt ├── setup.cfg ├── setup.py ├── tests ├── test_cli.py ├── test_engine.py └── test_python.py └── ultralytics ├── __init__.py ├── assets ├── bus.jpg └── zidane.jpg ├── datasets ├── Argoverse.yaml ├── GlobalWheat2020.yaml ├── ImageNet.yaml ├── Objects365.yaml ├── SKU-110K.yaml ├── VOC.yaml ├── VisDrone.yaml ├── coco.yaml ├── coco128-seg.yaml ├── coco128.yaml ├── coco8-seg.yaml ├── coco8.yaml └── xView.yaml ├── hub ├── __init__.py ├── auth.py ├── session.py └── utils.py ├── models ├── README.md ├── v3 │ ├── yolov3-sppu.yaml │ ├── yolov3-tinyu.yaml │ └── yolov3u.yaml ├── v5 │ ├── yolov5lu.yaml │ ├── yolov5mu.yaml │ ├── yolov5nu.yaml │ ├── yolov5su.yaml │ └── yolov5xu.yaml └── v8 │ ├── cls │ ├── yolov8l-cls.yaml │ ├── yolov8m-cls.yaml │ ├── yolov8n-cls.yaml │ ├── yolov8s-cls.yaml │ └── yolov8x-cls.yaml │ ├── seg │ ├── yolov8l-seg.yaml │ ├── yolov8m-seg.yaml │ ├── yolov8n-seg.yaml │ ├── yolov8s-seg.yaml │ └── yolov8x-seg.yaml │ ├── yolov8l.yaml │ ├── yolov8m.yaml │ ├── yolov8n.yaml │ ├── yolov8s.yaml │ ├── yolov8x.yaml │ └── yolov8x6.yaml ├── nn ├── __init__.py ├── autobackend.py ├── autoshape.py ├── modules.py └── tasks.py ├── tracker ├── README.md ├── __init__.py ├── cfg │ ├── botsort.yaml │ └── bytetrack.yaml ├── track.py ├── trackers │ ├── __init__.py │ ├── basetrack.py │ ├── bot_sort.py │ └── byte_tracker.py └── utils │ ├── __init__.py │ ├── gmc.py │ ├── kalman_filter.py │ └── matching.py └── yolo ├── __init__.py ├── cfg ├── __init__.py └── default.yaml ├── data ├── __init__.py ├── augment.py ├── base.py ├── build.py ├── dataloaders │ ├── __init__.py │ ├── stream_loaders.py │ ├── v5augmentations.py │ └── v5loader.py ├── dataset.py ├── dataset_wrappers.py ├── scripts │ ├── download_weights.sh │ ├── get_coco.sh │ ├── get_coco128.sh │ └── get_imagenet.sh └── utils.py ├── engine ├── __init__.py ├── 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