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This program is no longer maintained

Several excellent automatic tracking tools are available, including idtracker.ai, TRex, etc

Detection of Object and Tracking

DORIS is an easy-to-use interactive object detection and tracking software with a graphical user interface.

DORIS is a free and open-source software available for GNU/Linux, Microsoft-Windows and macOS.

DORIS user guide

A video tutorial is available.

Latest release on GitHub repository

Screenshot

DORIS screenshot