a645162 / mot-toolkit

Multiple Object Tracking(MOT) Toolkit

MOT Toolkit

Multiple Object Tracking (MOT) Toolkit

Features

• Statistics of the dataset
• Preview
• Edit Annotation Rectangle
• Preview certain target
• Delete a certain target in subsequent frames

Compatability

Aim to compatible with X-AnyLabeling and these following tools:

System

• Microsoft Windows
• Apple macOS
• Linux Desktop
• Linux Server (X11 Forwarding)

Python

Recommend to use Python 3.10 or higher. (Because of the 'match' syntax)

Notice:

You may need to use Python 3.11 or lower on macOS.

File Format

• X-AnyLabeling JSON Format

Annotation Format

• Rectangle

Step

1. Automatically label each frame(Using X-Anylabeling)
2. Manually label object appearance frames
3. Use Single Object Tracking (SOT) algorithm
4. Adjust and delete from the frame where the target disappears.

Remote Run GUI On Linux Server

Recommend to use X11 Forwarding to run GUI on a remote server.

Notice:

Please make sure the server has been configured to allow X11 Forwarding in the sshd_config file. Default configuration file path is /etc/ssh/sshd_config,and the configuration item is X11Forwarding yes. Default is yes, if not, please modify it and restart the sshd service.

You can use xclock or xeyes to test the feature.

Windows

• MobaXTerm(Recommend)
• PuTTY + Xming
• Xming
• VcXsrv
• Remote Desktop Manager

macOS

• XQuartz

Notice

Linux

PySide6 may need to install xcb-cursor lib on Linux.

Using apt on Ubuntu or Debian:

# Minimal Version
sudo apt-get install libxcb-cursor0
# or Full Version
sudo apt-get install libxcb-cursor-dev

or using dnf/yum on RHEL series or Fedora:

sudo dnf install xcb-util-cursor
# or
# sudo yum install xcb-util-cursor

Thanks

Thanks to the following projects:

• PySide6
• X-Anylabeling
• OpenCV

License

This project is licensed on GPLv3.