isat-sam 1.5.2

Interactive semi-automatic annotation tool for image segmentation based on SAM(segment anything model).

ISAT_with_segment_anything [isat-sam]

An Interactive Semi-Automatic Annotation Tool Based on Segment Anything

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[中文] [English]

Focusing on the field of image segmentation, we strive to create the best image segmentation annotation software.

Please refers to our latest Documentation in English or 中文文档

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News

• In version 1.5.2, ISAT supports visual prompt base on SAM3.

  Visual prompt

  

• In version 1.5.0, ISAT supports SAM3 and also supports text prompt.

  Text prompt

  For single category

  

  For multiple categories

  

• In version 1.4.0, ISAT add a plugin system. You can use a small amount of code to extend the functionality of ISAT.

  Here are some official plugin examples:

  • ISAT_plugin_auto_annotate : An auto-annotation function based on the YOLO model, implemented with just 240 lines of code.
  • ISAT_plugin_mask_export : A mask export function, implemented with just 160 lines of code.

• For other versions and the release note, please refer to releases

Install

• Create a conda environment(recommended, optional)

  # create environment
  conda create -n isat_env python=3.8
  
  # activate environment
  conda activate isat_env
  

• Install

  pip install isat-sam
  

• Run

  isat-sam
  

Star History

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Contributors

		...
yatengLG	Alias-z	...

Citation

@misc{ISAT_with_segment_anything,
  title={{ISAT with Segment Anything: An Interactive Semi-Automatic Annotation Tool}},
  author={Ji, Shuwei and Zhang, Hongyuan},
  url={https://github.com/yatengLG/ISAT_with_segment_anything},
  note={Updated on 2025-02-07},
  year={2024},
  version={1.33}
}