ISAT_with_segment_anything

An Interactive Semi-Automatic Annotation Tool Based on Segment Anything

[中文] [English]

Our tool enables interactive use of segment anything for rapid image segmentation with low RAM requirements (optional bf16 mode).

Demo Video：YouTube

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Features and Installation

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

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

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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}
}