Purpose: We aim to achieve a unfied intellignet image/video PS/enhancement framework. More functions will be developed.
Brief intro for current function: Enhance and restore anything continuously with Segment Anything Model for image processing (The initial version is achieved with CResMD, and it will be extended in future).
- Continuously Enhance Anything by a simple click
- Assist Colorizing Anything
- Assist multiple distortion types
- Assist multiple enhancement types
- Technique Analysis - Arxiv Version
- Demo
- Improving generalization capability
Please download the weights for segment-anything, and move it to ./pretrained_weights. Then you can run the code with:
python enhance_anything_continusly.py --input_img ./examples/0006.png --point_coords 200 300 --point_labels 1 --dilate_kernel_size 30 --output_dir ./results --sam_model_type "vit_h" --sam_ckpt ./pretrained_models/sam_vit_h_4b8939.pth --opt ./CResMD/options/test/modulation_CResMD.yml
The results are shown in ./results_continuous/.
conda create -n seganything python
python -m pip install torch torchvision torchaudio
python -m pip install -e segment_anything
python -m pip install lmdb
