conda create --name text2seg python==3.8
conda activate text2seg
pip install chardet ftfy regex tqdm
mkdir Pretrained

pip install git+https://github.com/facebookresearch/segment-anything.git
cd Pretrained
wget https://dl.fbaipublicfiles.com/segment_anything/sam_vit_h_4b8939.pth
cd ../

git clone https://github.com/IDEA-Research/GroundingDINO.git
cd GroundingDINO
pip3 install -q -e .
cd ..
cd Pretrained
wget -q https://github.com/IDEA-Research/GroundingDINO/releases/download/v0.1.0-alpha/groundingdino_swint_ogc.pth
cd ../

git clone https://github.com/xmed-lab/CLIP_Surgery.git

pip install git+https://github.com/openai/CLIP.git

@inproceedings{zhang2024text2seg,
  title={Text2Seg: Zero-shot Remote Sensing Image Semantic Segmentation via Text-Guided Visual Foundation Models},
  author={Zhang*, Jielu and Zhou*, Zhongliang and Mai, Gengchen and Hu, Mengxuan and Guan, Zihan and Li, Sheng and Mu, Lan},
  booktitle={Proceedings of the 7th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery},
  pages={63--66},
  year={2024}
}