python -m venv clipguard_env
source clipguard_env/bin/activate

pip install torch torchvision --index-url https://download.pytorch.org/whl/cu121

pip install torch torchvision

pip install -r requirements.txt

python CLIPGuard.py   --input SCAM_Image_path   --output ./goodclip_out   --sam_ckpt sam_vit_h.pth path   --clip_model ViT-B-16 --clip_pretrained openai   --grid 8x8  
--perturb mask

python CLIPGuard.py     --input image.jpg     --output results/     --classes "church,tench,garbage truck"     --templates "a photo of a {}"

CLIPGuard/
│
├── CLIPGuard.py
├── requirements.txt
├── README.md
└── examples/