Python generative-adversarial-network

Open-source Python projects categorized as generative-adversarial-network

Top 23 Python generative-adversarial-network Projects

  • pytorch-CycleGAN-and-pix2pix

    Image-to-Image Translation in PyTorch

  • Project mention: List of AI-Models | /r/GPT_do_dah | 2023-05-16

    Click to Learn more...

  • Bringing-Old-Photos-Back-to-Life

    Bringing Old Photo Back to Life (CVPR 2020 oral)

  • Project mention: Old Photo Restoration Extension~ | /r/StableDiffusion | 2023-12-05

    This is an Extension that integrates Bringing Old Photos Back to Life, an old photo restoration algorithm, into the Automatic1111 Webui, as suggested by this post. User can process a photo, then send it to img2img or Inpaint for further refinement.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo
  • the-gan-zoo

    A list of all named GANs!

  • pix2pixHD

    Synthesizing and manipulating 2048x1024 images with conditional GANs

  • stylegan2-pytorch

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

  • Project mention: Wikipedia No Longer Considers CNET "Generally Reliable" Source After AI Scandal | news.ycombinator.com | 2024-02-29
  • ALAE

    [CVPR2020] Adversarial Latent Autoencoders

  • PyTorch-StudioGAN

    StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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  • generative_inpainting

    DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral

  • pytorch-fid

    Compute FID scores with PyTorch.

  • edge-connect

    EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212

  • SDV

    Synthetic data generation for tabular data

  • Project mention: Synthetic data generation for tabular data | news.ycombinator.com | 2024-02-27

    Can someone help me understand the licensing of this?

    https://github.com/sdv-dev/SDV/blob/main/LICENSE

    It was MIT licensed up until 2022 where it was changed to what it is now, where they say that it will become MIT again 4 years after release... but is that from when the license was changed or the first release of the software in GitHub?

  • contrastive-unpaired-translation

    Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

  • CelebAMask-HQ

    A large-scale face dataset for face parsing, recognition, generation and editing.

  • Anime2Sketch

    A sketch extractor for anime/illustration.

  • mmgeneration

    MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

  • gigagan-pytorch

    Implementation of GigaGAN, new SOTA GAN out of Adobe. Culmination of nearly a decade of research into GANs

  • 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

  • data-efficient-gans

    [NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

  • giraffe

    This repository contains the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields" (by autonomousvision)

  • awesome-colab-notebooks

    Collection of google colaboratory notebooks for fast and easy experiments

  • HyperGAN

    Composable GAN framework with api and user interface

  • CTGAN

    Conditional GAN for generating synthetic tabular data.

  • Project mention: Ctgan: Generating synthetic data in Python using GANs | news.ycombinator.com | 2024-02-05
  • StyleGAN-nada

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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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 related posts

  • Wikipedia No Longer Considers CNET "Generally Reliable" Source After AI Scandal

    1 project | news.ycombinator.com | 29 Feb 2024
  • Ctgan: Generating synthetic data in Python using GANs

    1 project | news.ycombinator.com | 5 Feb 2024
  • Realism Engine SDXL v2.0 just released

    1 project | /r/StableDiffusion | 11 Dec 2023
  • Spongebob!!!

    1 project | /r/comedyhomicide | 10 Dec 2023
  • 🤣🤣🤣

    1 project | /r/WhitePeopleTwitter | 10 Dec 2023
  • Many AI images have are photorealistic, but have a strangely empty and ''soulless'' expression. Something is wrong, but it's hard to say what

    1 project | /r/StableDiffusion | 9 Dec 2023
  • ‘Nudify’ Apps That Use AI to ‘Undress’ Women in Photos Are Soaring in Popularity

    3 projects | /r/technology | 8 Dec 2023
  • A note from our sponsor - SaaSHub
    www.saashub.com | 14 May 2024
    SaaSHub helps you find the best software and product alternatives Learn more →

Index

What are some of the best open-source generative-adversarial-network projects in Python? This list will help you:

Project Stars
1 pytorch-CycleGAN-and-pix2pix 22,070
2 Bringing-Old-Photos-Back-to-Life 14,503
3 the-gan-zoo 14,041
4 pix2pixHD 6,539
5 stylegan2-pytorch 3,651
6 ALAE 3,494
7 PyTorch-StudioGAN 3,369
8 generative_inpainting 3,155
9 pytorch-fid 3,095
10 edge-connect 2,477
11 SDV 2,153
12 contrastive-unpaired-translation 2,106
13 CelebAMask-HQ 2,008
14 Anime2Sketch 1,889
15 mmgeneration 1,811
16 gigagan-pytorch 1,621
17 lightweight-gan 1,599
18 data-efficient-gans 1,260
19 giraffe 1,229
20 awesome-colab-notebooks 1,214
21 HyperGAN 1,190
22 CTGAN 1,146
23 StyleGAN-nada 1,141

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