lightweight-gan VS gigagan-pytorch

Compare lightweight-gan vs gigagan-pytorch and see what are their differences.

lightweight-gan

Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two (by lucidrains)

gigagan-pytorch

Implementation of GigaGAN, new SOTA GAN out of Adobe. Culmination of nearly a decade of research into GANs (by lucidrains)
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lightweight-gan gigagan-pytorch
10 4
1,599 1,549
- -
3.2 8.8
over 1 year ago 5 months ago
Python Python
MIT License MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

lightweight-gan

Posts with mentions or reviews of lightweight-gan. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-11-18.

gigagan-pytorch

Posts with mentions or reviews of gigagan-pytorch. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-09.

What are some alternatives?

When comparing lightweight-gan and gigagan-pytorch you can also consider the following projects:

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

pi-GAN-pytorch - Implementation of π-GAN, for 3d-aware image synthesis, in Pytorch

ALAE - [CVPR2020] Adversarial Latent Autoencoders

stylegan2-pytorch - Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

trlx - A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

stylegan-t - [ICML'23] StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis

vaegan - An implementation of VAEGAN (variational autoencoder + generative adversarial network).

GlowIP - Code to reproduce results from "Invertible generative models for inverse problems: mitigating representation error and dataset bias"