lightweight-gan
pi-GAN-pytorch
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lightweight-gan | pi-GAN-pytorch | |
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10 | 1 | |
1,599 | 114 | |
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3.2 | 0.0 | |
over 1 year ago | about 3 years ago | |
Python | Python | |
MIT License | MIT License |
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lightweight-gan
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[D] My embarrassing trouble with inverting a GAN generator. Do GAN questions still get answered? ;-)
GAN details: I trained using the code from https://github.com/lucidrains/lightweight-gan, image size is 256, attn-res-layers is [32,64], disc_output_size is 5 and I trained with AMP.
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Imagined ML model deployment on normal machine, is it possible?
Code for training your own [original] [simple] [light]
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It begins! [Sixth World Music Comp Update]
https://github.com/lucidrains/stylegan2-pytorch is the simplest implementation I know of, and https://github.com/lucidrains/lightweight-gan is similar but designed for relatively lower performance machines.
pi-GAN-pytorch
We haven't tracked posts mentioning pi-GAN-pytorch yet.
Tracking mentions began in Dec 2020.
What are some alternatives?
anycost-gan - [CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing
HyperGAN - Composable GAN framework with api and user interface
stylegan2 - StyleGAN2 - Official TensorFlow Implementation
nerf - Code release for NeRF (Neural Radiance Fields)
ALAE - [CVPR2020] Adversarial Latent Autoencoders
CIPS-3D - 3D-aware GANs based on NeRF (arXiv).
DeblurGANv2 - [ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang
gigagan-pytorch - Implementation of GigaGAN, new SOTA GAN out of Adobe. Culmination of nearly a decade of research into GANs
nerfmm - (Arxiv 2021) NeRF--: Neural Radiance Fields Without Known Camera Parameters
stylegan2-pytorch - Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement
Papers-in-100-Lines-of-Code - Implementation of papers in 100 lines of code.
pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch