Segment Anything GUI

A matplotlib GUI for interactive manual segmentation using the Segment Anything Model (SAM).

How to Get Started

There are two ways to access the GUI:

1. Online

to run our Jupyter notebook and follow the instructions.

2. Locally

Clone the project:

git clone https://github.com/fsemerar/segment-anything-gui.git
cd segment-anything-gui

Create the conda environment suitable for your needs:

# GPU-enabled
conda env create --file env/environment_gpu.yml

# CPU-only
conda env create --file env/environment_cpu.yml

Run the following commands to install Segment Anything and the gui:

conda activate sam
wget https://dl.fbaipublicfiles.com/segment_anything/sam_vit_h_4b8939.pth 
pip install git+https://github.com/facebookresearch/segment-anything.git
pip install -e .

Now you can run the GUI using:

python run.py --input-img test.jpg --output-img tag.jpg

Citation

If you find this work useful for your research or applications, please cite using this BibTeX:

@software{samgui,
  author = {Semeraro, Federico and Quintart, Alexandre},
  year = {2023},
  title = {A simple GUI for the Segment Anything Model},
  url = {https://github.com/fsemerar/segment-anything-gui},
  version = {1.0.0},
  date = {2023-04-27},
}

Acknowledgements

The project uses Segment Anything. Many thanks to the authors for open-sourcing their efforts.

License

The code is licensed under the MIT License. By contributing to this code, you agree to license your contributions under the same license as the project. See LICENSE for more information.