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gan-generated paredolia + abstract watercolor + color fuckery =
1 project | reddit.com/r/MediaSynthesis | 15 May 2021
Here's a link to similar programs: https://github.com/hindupuravinash/the-gan-zoo
[P] I made FaceShop! Instance segmentation + CGAN for editing faces (badly)
3 projects | reddit.com/r/MachineLearning | 25 Sep 2021
Pix2PixHD (from DeepSIM)3 projects | reddit.com/r/MachineLearning | 25 Sep 2021
Uses a mix of instance segmentation (BiSeNet) and conditional GAN, and is heavily inspired by the Pix2PixHD and DeepSIM papers. Will have more details when I wake up!
How to access a class object when I use torch.nn.DataParallel()?
1 project | reddit.com/r/pytorch | 12 Mar 2021
I used Pix2PixHD implementation in GitHub if you want to see the full code.
What are some alternatives?
pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch
awesome-colab-notebooks - Collection of google colaboratory notebooks for fast and easy experiments
contrastive-unpaired-translation - Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
sofgan - [TOG 2021] SofGAN: A Portrait Image Generator with Dynamic Styling
DeblurGANv2 - [ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang
Im2Vec - [CVPR 2021 Oral] Im2Vec Synthesizing Vector Graphics without Vector Supervision
co-mod-gan - [ICLR 2021, Spotlight] Large Scale Image Completion via Co-Modulated Generative Adversarial Networks
anycost-gan - [CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing