ISAT_with_segment_anything
<h1 align='center'>ISAT_with_segment_anything [isat-sam]</h1> <h2 align='center'>An Interactive Semi-Automatic Annotation Tool Based on Segment Anything</h2> <p align='center'> <a href='https://github.com/yatengLG/ISAT_with_segment_anything/stargazers' target="_blank"><img alt="GitHub forks" src="https://img.shields.io/github/stars/yatengLG/ISAT_with_segment_anything?style=social"></a> <a href='https://github.com/yatengLG/ISAT_with_segment_anything/forks' target="_blank"><img alt="GitHub forks" src="https://img.shields.io/github/forks/yatengLG/ISAT_with_segment_anything"></a> <a href='https://pypi.org/project/isat-sam/' target="_blank"><img alt="PyPI - Version" src="https://img.shields.io/pypi/v/isat-sam?style=social&logo=pypi"></a> <a href='https://pypi.org/project/isat-sam/' target="_blank"><img alt="Pepy Total Downlods" src="https://img.shields.io/pepy/dt/isat-sam?style=social&logo=pypi"></a> </p> <p align='center'> <b>⭐️ If you find this project helpful, please give it a Star! ⭐️</b> </p> <p align='center'> <a href='README-cn.md'><b>[中文]</b></a> <a href='README.md'><b>[English]</b></a> </p> <p align='center'><img src="./display/software.gif" alt="software.gif"></p> 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](https://isat-sam.readthedocs.io/en/latest/#) or [中文文档](https://isat-sam.readthedocs.io/zh-cn/latest/) --- # News - **In version 1.5.2, ISAT supports visual prompt base on SAM3.** <details> <summary>Visual prompt</summary> <p align='center'><img src="./display/visual_prompt.gif" alt="visual_prompt.gif"></p> </details> - **In version 1.5.0, ISAT supports SAM3 and also supports text prompt.** <details> <summary>Text prompt</summary> <h3>For single category</h3> <p align='center'><img src="./display/text_prompt1.gif" alt="text_prompt1.gif"></p> <h3>For multiple categories</h3> <p align='center'><img src="./display/text_prompt2.gif" alt="text_prompt2.gif"></p> </details> - **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](https://github.com/yatengLG/ISAT_plugin_auto_annotate)   : An auto-annotation function based on the YOLO model, implemented with just 240 lines of code. - [ISAT_plugin_mask_export](https://github.com/yatengLG/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](https://github.com/yatengLG/ISAT_with_segment_anything/releases) # Install - Create a conda environment(recommended, optional) ```shell # create environment conda create -n isat_env python=3.8 # activate environment conda activate isat_env ``` - Install ```shell pip install isat-sam ``` - Run ```shell isat-sam ``` # Star History **Please support us with a star—it's like a virtual coffee!** [](https://star-history.com/#yatengLG/ISAT_with_segment_anything&Date) # Contributors <table border="0"> <tr> <td><img alt="yatengLG" src="https://avatars.githubusercontent.com/u/31759824?v=4" width="60" height="60" href=""> <td><img alt="Alias-z" src="https://avatars.githubusercontent.com/u/66273343?v=4" width="60" height="60" href=""> <td>... </td> </tr> <tr> <td><a href="https://github.com/yatengLG">yatengLG</a> <td><a href="https://github.com/Alias-z">Alias-z</a> <td><a href="https://github.com/yatengLG/ISAT_with_segment_anything/graphs/contributors">...</a> </tr> </table> # Citation ```text @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} } ```