Shypd.aiThe largest open index of AI toolsYolov7-tracker is an AI Frameworks & Infra tool that integrates various Yolo detectors with state-of-the-art multi-object trackers. It offers a unified style and modular design for easy embedding in custom projects.
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Yolov7-tracker is a comprehensive toolbox designed for multi-object tracking, implementing the tracking-by-detection paradigm. It supports a wide range of Yolo detectors, from YOLOX to YOLO v12 by ultralytics, and integrates numerous advanced trackers including SORT, DeepSORT, ByteTrack, BoT-SORT, OCSORT, Strong SORT, and more. The tool is built with a unified code style and modular design, decoupling the detector, tracker, ReID model, and Kalman filter, which simplifies experimentation and integration into custom projects. It also supports TensorRT for optimized inference and offers ReID models for both pedestrian and vehicle re-identification. The toolbox is compatible with datasets like MOT17 and VisDrone2019, providing detailed instructions for data preparation and training.
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