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BAAI / SegGPT
Model's Last Updated: April 21 2023
Introduction of SegGPT
Model Details of SegGPT
SegGPT: Segmenting Everything In Context
Xinlong Wang 1* , Xiaosong Zhang 1* , Yue Cao 1* , Wen Wang 2 , Chunhua Shen 2 , Tiejun Huang 1,3
We present SegGPT, a generalist model for segmenting everything in context. With only one single model, SegGPT can perform arbitrary segmentation tasks in images or videos via in-context inference, such as object instance, stuff, part, contour, and text. SegGPT is evaluated on a broad range of tasks, including few-shot semantic segmentation, video object segmentation, semantic segmentation, and panoptic segmentation. Our results show strong capabilities in segmenting in-domain and out-of-domain targets, either qualitatively or quantitatively.
Model
A pre-trained SegGPT model is available at 🤗 HF link .
Citation
@article{SegGPT,
title={SegGPT: Segmenting Everything In Context},
author={Wang, Xinlong and Zhang, Xiaosong and Cao, Yue and Wang, Wen and Shen, Chunhua and Huang, Tiejun},
journal={arXiv preprint arXiv:2304.03284},
year={2023}
}
Contact
We are hiring
at all levels at BAAI Vision Team, including full-time researchers, engineers and interns.
If you are interested in working with us on
foundation model, visual perception and multimodal learning
, please contact
Xinlong Wang
(
[email protected]
) and
Yue Cao
(
[email protected]
).
Runs of BAAI SegGPT on huggingface.co
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More Information About SegGPT huggingface.co Model
Url of SegGPT
SegGPT huggingface.co Url
Provider of SegGPT huggingface.co
Other API from BAAI
Updated: February 22 2024
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