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kritiksoman edited this page Jul 26, 2020 · 12 revisions

Welcome to the GIMP ML wiki!

OS Support

The plugins have been tested with GIMP 2.10 on the following machines:
[1] macOS Catalina 10.15.4
[2] ubuntu 18.04 LTS
[3] ubuntu 20.04 LTS
[4] Debian GNU/Linux 10 (buster)

Demo videos on YouTube

Paper References

[1] Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network (https://arxiv.org/abs/1609.04802)
[2] DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better (https://arxiv.org/abs/1908.03826)
[3] Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer (https://arxiv.org/abs/1907.01341v2)
[4] BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation (https://arxiv.org/abs/1808.00897)
[5] MaskGAN: Towards Diverse and Interactive Facial Image Manipulation (https://arxiv.org/abs/1907.11922)
[6] Real-Time User-Guided Image Colorization with Learned Deep Priors (https://arxiv.org/abs/1705.02999)
[7] Rethinking Atrous Convolution for Semantic Image Segmentation (https://arxiv.org/abs/1706.05587)

Code References

The following have been ported :
[1] https://github.com/switchablenorms/CelebAMask-HQ
[2] https://github.com/TAMU-VITA/DeblurGANv2
[3] https://github.com/zllrunning/face-parsing.PyTorch
[4] https://github.com/junyanz/interactive-deep-colorization
[5] https://github.com/intel-isl/MiDaS
[6] https://github.com/twtygqyy/pytorch-SRResNet

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