Interactive semi-automatic annotation tool for image segmentation based on SAM(segment anything model).
Project description
ISAT_with_segment_anything
An Interactive Semi-Automatic Annotation Tool Based on Segment Anything
Our tool enables interactive use of segment anything for rapid image segmentation with low RAM requirements (optional bf16 mode).
Demo Video：YouTube
Features and Installation
- 🎉: New: Now we support running annotation models on remote server + local GUI operations！ Please refers to our latest Documentation in English or 中文文档
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}
}
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