Semantics for GNU Image Manipulation Program

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Updates:
[August 2] Added deep matting and k-means.
[July 17] MonoDepth and Colorization models have been updated.

Screenshot of Menu

Installation Steps

[1] Install GIMP 2.10.
[2] Clone this repository: git clone https://github.com/kritiksoman/GIMP-ML.git
[3] Open GIMP and go to Preferences -> Folders -> Plug-ins, add the folder gimp-plugins and close GIMP.
[4] Download weights.zip (1.48 GB) and save it in gimp-plugins folder.
[5] Open terminal and run :
bash installGimpML.sh
bash moveWeights.sh
[6] Open GIMP.

Common Issues

[1] No output on running plugin: Please right click on layer and remove alpha channel before using plugins.
[2] GIMP-ML menu not visible: Do following and restart GIMP.

sudo apt install gimp-python
cd gimp-plugins
chmod -x *
chmod +x *.py

Citation

Please cite using the following bibtex entry:

@article{soman2020GIMPML,
  title={GIMP-ML: Python Plugins for using Computer Vision Models in GIMP},
  author={Soman, Kritik},
  journal={arXiv preprint arXiv:2004.13060},
  year={2020}
}

License

Tools	License
facegen	CC BY-NC-SA 4.0
deblur	BSD 3-clause
faceparse	MIT
deepcolor	MIT
monodepth	MIT
super-resolution	MIT
deepmatting	Non-commercial purposes
deeplab	MIT
kmeans	BSD