Python generative-adversarial-network

Open-source Python projects categorized as generative-adversarial-network
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Topics: Deep Learning Pytorch Gan Computer Vision Gans
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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.

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  • 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.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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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.

  • 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

  • gigagan-pytorch

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

  • 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

  • StyleGAN-nada

  • CTGAN

    Conditional GAN for generating synthetic tabular data.

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

  • 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

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 21,998
2 Bringing-Old-Photos-Back-to-Life 14,416
3 the-gan-zoo 14,007
4 pix2pixHD 6,521
5 stylegan2-pytorch 3,613
6 ALAE 3,494
7 PyTorch-StudioGAN 3,363
8 generative_inpainting 3,155
9 pytorch-fid 3,065
10 edge-connect 2,474
11 SDV 2,117
12 contrastive-unpaired-translation 2,102
13 CelebAMask-HQ 1,956
14 Anime2Sketch 1,888
15 mmgeneration 1,796
16 lightweight-gan 1,599
17 gigagan-pytorch 1,571
18 data-efficient-gans 1,256
19 giraffe 1,223
20 awesome-colab-notebooks 1,205
21 HyperGAN 1,190
22 StyleGAN-nada 1,141
23 CTGAN 1,136

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