LabelImg is a graphical image annotation tool.
It is written in Python and uses Qt for its graphical interface.
Annotations are saved as XML files in PASCAL VOC format, the format used by ImageNet.
This is a heavily modified version of the original tool that includes semi automated bounding box annotation by tracking, manual, semi- and fully-automated mask generation and interactive synthetic data creation.
Demo:
This tool is currently under review for a patent application so its GUI components are not included here. However, some of the backend python scripts are included to provide limited functionality described in the paper. Please contact ACAMP if you would like access to the full tool for research or commercial purposes.