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1PaddlePaddle / PaddleDetectionObject Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.PythonApache-2.0 · PermissiveInsufficient rank history14,4563,020——2026-05-28

2Megvii-BaseDetection / YOLOXYOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/PythonApache-2.0 · PermissiveInsufficient rank history10,6882,548——2025-06-08

3xlite-dev / lite.ai.toolkitA lite C++ AI toolkit: 100+ models with MNN, ORT and TRT, including Det, Seg, Stable-Diffusion, Face-Fusion.C++GPL-3.0 · Share derivative sourceInsufficient rank history4,447783——2026-09-05

4open-mmlab / mmyoloOpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.PythonGPL-3.0 · Share derivative sourceInsufficient rank history3,487627——2024-07-14

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