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Changelog

v0.0.1 - 2024-02

New Features:

  • Initial release of supertracker library
  • Implemented ByteTrack algorithm
  • Added core Detection class for standardized detection handling
  • Added support for YOLO integration
  • Implemented Kalman filtering for track prediction
  • Added track management system with unique IDs

Improvements:

  • Optimized tracking performance for real-time applications
  • Implemented efficient track matching algorithms
  • Added comprehensive documentation
  • Created example scripts for common use cases

Technical Details:

  • Added support for numpy-based detection formats
  • Implemented IOU-based track matching
  • Added track state management (Tracked, Lost, Removed)
  • Included configurable parameters for ByteTrack
  • Added utilities for track manipulation and management