Shypd.aiThe largest open index of AI toolsTowards-Realtime-MOT is an open-source Coding & Development tool that provides a fast and high-performance multiple-object tracker. It uses a Joint Detection and Embedding (JDE) model for real-time multi-object tracking.
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Towards-Realtime-MOT is an open-source project that implements the Joint Detection and Embedding (JDE) model for fast and high-performance multiple-object tracking. This tool learns object detection and appearance embedding tasks simultaneously within a shared neural network, enabling near real-time tracking speeds of 22-38 FPS, including the detection step. It offers training data, baseline models, and evaluation methods for algorithm development, along with a video demo for application usage. The repository provides pre-trained models with varying input resolutions and performance metrics, making it suitable for researchers and engineers looking to develop practical MOT systems or integrate robust tracking capabilities into their projects. The project is implemented in Python with PyTorch and includes resources for custom dataset training and deployment.
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