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Top 23 Python generative-adversarial-network Projects
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stylegan2-pytorch
Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement
Project mention: Discord Voluntarily Pushes Mandatory Age Verification Despite Recent Data Breach | news.ycombinator.com | 2026-02-13I’m in Australia and I was able to bypass it using a picture of my drivers license with a picture from https://thispersondoesnotexist.com/ and some light image editing to change the details.
There is the option to scan your face but that requires you to move your head around.
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PyTorch-StudioGAN
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
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generative_inpainting
DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral
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edge-connect
EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212
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contrastive-unpaired-translation
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
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gigagan-pytorch
Implementation of GigaGAN, new SOTA GAN out of Adobe. Culmination of nearly a decade of research into GANs
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descript-audio-codec
State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.
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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
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giraffe
This repository contains the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields" (by autonomousvision)
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python generative-adversarial-network discussion
Python generative-adversarial-network related posts
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Discord Voluntarily Pushes Mandatory Age Verification Despite Recent Data Breach
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Ask HN: Why not an anti-dating app for people who don't want to meet anyone?
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Let’s unlock Synthetic Presence with SadTalker in Google Colab And Bring Images to Life
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thispersondoesnotexist.com (2019)
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This Bench Does Not Exist
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This Person Does Not Exist (Dot Com)
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I tried cline 3.0.0 and here is what happend
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A note from our sponsor - SaaSHub
www.saashub.com | 10 Jun 2026
Index
What are some of the best open-source generative-adversarial-network projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | DragGAN | 35,861 |
| 2 | pytorch-CycleGAN-and-pix2pix | 25,140 |
| 3 | Bringing-Old-Photos-Back-to-Life | 15,691 |
| 4 | the-gan-zoo | 14,695 |
| 5 | pix2pixHD | 6,931 |
| 6 | pytorch-fid | 3,834 |
| 7 | stylegan2-pytorch | 3,784 |
| 8 | ALAE | 3,518 |
| 9 | SDV | 3,501 |
| 10 | PyTorch-StudioGAN | 3,494 |
| 11 | generative_inpainting | 3,456 |
| 12 | edge-connect | 2,613 |
| 13 | contrastive-unpaired-translation | 2,522 |
| 14 | CelebAMask-HQ | 2,288 |
| 15 | Anime2Sketch | 2,108 |
| 16 | mmgeneration | 2,018 |
| 17 | gigagan-pytorch | 1,942 |
| 18 | descript-audio-codec | 1,810 |
| 19 | lightweight-gan | 1,677 |
| 20 | awesome-colab-notebooks | 1,641 |
| 21 | CTGAN | 1,559 |
| 22 | data-efficient-gans | 1,314 |
| 23 | giraffe | 1,239 |
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