GrabCut

My implementation of Grabcut: Interactive foreground extraction using iterated graph cuts, ACM SIGGRAPH 2004, without border matting.

Dependencies

• Python 3.6
• OpenCV
• NumPy
• scikit-learn
• python-igraph

File desctiptions

• GMM.py - Gaussian mixture model
• grabcut.py - Core implementation of the algorithm.
• grabcut_opencv.py - A copy of the official OpenCV sample.
• messi5.jpg - A copy of OpenCV's sample image.

Usage

python grabcut.py <filename>

If filename is not specified, the program will pick messi5.jpg to segment. For more details, please refer to instructions printed to the console after run the program.