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High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
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v2.0.0
2 years ago
Add faster Numba functions for matching and distance metrics
More robust tracking
Average feature
Invalidate feature during occlusion
Cascaded association with age
Duplicate tracks merging and removal
Greedy matching for ReID
Restructure API
Add a buffer to save past bounding boxes in Track class
Add frame count properties in Track class
Allow subclassing base models outside FastMOT for custom models
Documentations for all parameters
Visualization options in mot.json config
Rename a few parameters to be more intuitive
Remove cython-bbox dependency
YOLO plugin TensorRT 8 support
v1.0.0
3 years ago
All dependencies are included in the docker image for Ubuntu 18.04
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