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Object Tracking Frameworks · Awesome GitHub Repositories

1 repo

Awesome GitHub RepositoriesObject Tracking Frameworks

Frameworks for executing object tracking and video segmentation.

Distinguishing note: Focuses on multi-object tracking inference.

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  • open-mmlab/mmdetection

    open-mmlab/mmdetection

    32,409View on GitHub↗

    This project is a modular research toolkit designed for developing, training, and evaluating deep learning models for object detection, segmentation, and video instance tracking. It provides a flexible training engine that manages complex neural network execution, including distributed training, custom lifecycle hooks, and weight optimization. The framework is built around a hierarchical configuration system that allows users to define architectures, data pipelines, and training hyperparameters through composable, inheritable files. The project distinguishes itself through its highly modular

    Executes multi-object tracking and video instance segmentation on video files.

    Pythoncascade-rcnnconvnextdetr
    32,409View on GitHub↗