pytorch-CycleGAN-and-pix2pix VS GIMP-ML

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pix2pix (https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) - This is a PyTorch implementation of the pix2pix algorithm for image-to-image translation. Given a set of images, the model can learn to generate a new image from a different domain that is similar to the input image.

Using junyanz/pytorch-CycleGAN-and-pix2pix as a basis for pix2pix, I applied the same blending method to fix seams. It essentially takes an input image and generates an output. The results depend on the paired training data. In this case, each map (height, roughness, etc.) is a separate checkpoint and had to be trained on paired training data with the diffuse as the input and the respective map as the output.

Code for https://arxiv.org/abs/1611.07004 found: https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix

pix2pix algorithm is used for translating Civ6Maps to heightmaps. Synthesized terrain was rendered in blender.

https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix

I'm working on creating a face-to-wojak model using PyTorch CycleGan/Pix2Pix [0] and found some of my outputs to be outrageous yet somehow relatable. People are into it so thought I'd share on HN

[0] https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix

Uh an MTG player here, also a freak of GIMP. Also a Computer Vision Engineer, up to my knowledge there exists a ML framework plugin for GIMP 2 called GIMP ML, which works on both Mac and Linux: https://github.com/kritiksoman/GIMP-ML, but I really do not know the internals of the plugin and I do not know if there is an interface to do this.

Just like Photoshop, GIMP is only capable of fast and complex editing with the help of brushes(here are some good ones), scripts and sometimes plugins(also this one is recommended, available on most distro's repos as both standalone or as a plugin).

For RAW editing i could suggest RawTherapee as an extension to GIMP, amazing tool and you'll feel home. GIMP supports python extensions and there are actually a bunch of AI supported extensions for GIMP, one project called GIMP-ML actually collects AI extensions together for GIMP, and they're more safer than Photoshop since they're not sending images to Adobe servers, all processed locally and depending on your computer faster than Photoshop(Since GIMP doesn't wait response from outside servers).

The best place to report this would be the GIMP-ML issue tracker at https://github.com/kritiksoman/GIMP-ML/issues

Github: https://github.com/kritiksoman/GIMP-ML/tree/GIMP3-ML

For example, the official instructions at https://github.com/kritiksoman/GIMP-ML/blob/master/INSTALLATION.md are certainly not written for the absolute beginner who will likely not be familiar with anything mentioned there, but someone who knows the basics of installing Python packages with pip and virtualenv will start to follow them and may run into problems along the way.