FastMOT Versions Save

High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀

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