Python Gan

Open-source Python projects categorized as Gan | Edit details

Top 23 Python Gan Projects

  • pytorch-CycleGAN-and-pix2pix

    Image-to-Image Translation in PyTorch

    Project mention: Trying to understand PatchGAN discriminator | reddit.com/r/deeplearning | 2021-12-09

    Code for https://arxiv.org/abs/1611.07004 found: https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix

  • the-gan-zoo

    A list of all named GANs!

    Project mention: gan-generated paredolia + abstract watercolor + color fuckery = | reddit.com/r/MediaSynthesis | 2021-05-15

    Here's a link to similar programs: https://github.com/hindupuravinash/the-gan-zoo

  • OPS

    OPS - Build and Run Open Source Unikernels. Quickly and easily build and deploy open source unikernels in tens of seconds. Deploy in any language to any cloud.

  • fashion-mnist

    A MNIST-like fashion product database. Benchmark :point_down:

    Project mention: How to produce data visualizations like this? | reddit.com/r/computervision | 2022-01-05
  • pix2pixHD

    Synthesizing and manipulating 2048x1024 images with conditional GANs

    Project mention: [P] I made FaceShop! Instance segmentation + CGAN for editing faces (badly) | reddit.com/r/MachineLearning | 2021-09-25

    Pix2PixHD (from DeepSIM)

  • PaddleGAN

    PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.

    Project mention: Make AI paint any photo - Paint Transformer: Feed Forward Neural Painting with Stroke Prediction by Songhua Liu et al. explained in 5 minutes | reddit.com/r/artificial | 2021-08-25
  • ALAE

    [CVPR2020] Adversarial Latent Autoencoders

    Project mention: [D] How do I make a model which takes a bedroom image as input give an output of different design of bedroom related to input image? | reddit.com/r/MachineLearning | 2021-03-27

    source link: https://github.com/podgorskiy/ALAE

  • pytorch-lightning-bolts

    Toolbox of models, callbacks, and datasets for AI/ML researchers.

  • SonarLint

    Deliver Cleaner and Safer Code - Right in Your IDE of Choice!. SonarLint is a free and open source IDE extension that identifies and catches bugs and vulnerabilities as you code, directly in the IDE. Install from your favorite IDE marketplace today.

  • Advanced-Deep-Learning-with-Keras

    Advanced Deep Learning with Keras, published by Packt

    Project mention: Cannot understand how REINFORCE model is trained | reddit.com/r/reinforcementlearning | 2021-03-04

    I have understood the concept of REINFORCE algorithm and what policy gradient is. However, when I see the code published by PacktPublishing, I was stuck with it.

  • HyperGAN

    Composable GAN framework with api and user interface

    Project mention: Machine learning software that generates images? | reddit.com/r/AskProgramming | 2021-11-15

    And then there's software already prebaked that can do it, but its really taxing on a pc, its called hyperGAN.

  • pytorch-pretrained-BigGAN

    🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.

    Project mention: GAN based images | reddit.com/r/MediaSynthesis | 2021-11-13
  • PaddleViT

    :robot: PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+

    Project mention: Researchers From China Propose A Pale-Shaped Self-Attention (PS-Attention) And A General Vision Transformer Backbone, Called Pale Transformer | reddit.com/r/artificial | 2022-01-09

    Code for https://arxiv.org/abs/2112.14000 found: https://github.com/BR-IDL/PaddleViT

  • hifi-gan

    HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis

    Project mention: HiFi-GAN: Generative Adversarial Networks for Efficient and Hi-Fi Speech Synth | news.ycombinator.com | 2021-12-28
  • anycost-gan

    [CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing

    Project mention: Anycost GANs for Interactive Image Synthesis and Editing | news.ycombinator.com | 2021-03-20
  • ydata-synthetic

    Synthetic structured data generators

    Project mention: Synthetic time series data generation | reddit.com/r/pytorch | 2021-12-16

    Ydata synthetic is a library that includes a TimeGan to generate time series data. https://github.com/ydataai/ydata-synthetic

  • alias-free-gan-pytorch

    Unofficial implementation of Alias-Free Generative Adversarial Networks. (https://arxiv.org/abs/2106.12423) in PyTorch

    Project mention: When is the alias-free GAN code going to be released? | reddit.com/r/nvidia | 2021-09-30

    And do you necessarily need the original NVidia implementation? It will be under a limited NVidia Source Code Licence anyway. Alias-free GAN has been already implemented by Rosinality https://github.com/rosinality/alias-free-gan-pytorch (MIT license) and is maintained and extended by duskvirkus https://github.com/duskvirkus/alias-free-gan

  • sofgan

    [TOG 2021] SofGAN: A Portrait Image Generator with Dynamic Styling

    Project mention: AI Researchers From ShanghaiTech and UC San Diego Introduce SofGAN: A Portrait Image Generator with Dynamic Styling (Paper and Codes included) | reddit.com/r/artificial | 2021-09-04

    Code for https://arxiv.org/abs/2007.03780 found: https://github.com/apchenstu/sofgan

  • BlendGAN

    Official PyTorch implementation of "BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation" (NeurIPS 2021)

    Project mention: [R] BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation | reddit.com/r/MachineLearning | 2021-11-19

    github: https://github.com/onion-liu/BlendGAN

  • ArtGAN

    ArtGAN: This work presents a series of new approaches to improve Generative Adversarial Network (GAN) for conditional image synthesis and we name the proposed model as “ArtGAN”. Implementations are in Caffe/Tensorflow.

    Project mention: I'm looking for hoards of modern digital art to train an AI to generate art | reddit.com/r/DataHoarder | 2021-03-03

    This could help: https://github.com/cs-chan/ArtGAN https://archive.org/details/academictorrents_1d154cde2fab9ec8039becd03d9bb877614d351b Reach out to e.g. the National Gallery of Art providing proof of your student status (like enrollment cert and a note from your prof); they might be able to provide you with a bulk download option for their paintings. Reach out to the art department and the library of your uni - they might be able to help.

  • EigenGAN-Tensorflow

    EigenGAN: Layer-Wise Eigen-Learning for GANs (ICCV 2021)

    Project mention: [R] EigenGAN: Layer-Wise Eigen-Learning for GANs | reddit.com/r/MachineLearning | 2021-04-26

    Code: https://github.com/LynnHo/EigenGAN-Tensorflow

  • a-PyTorch-Tutorial-to-Super-Resolution

    Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution

    Project mention: What subjects in Python do you need to know to tackle Artificial Intelligence? | reddit.com/r/ArtificialInteligence | 2021-04-13

    Image upscaling might be a good goal to work towards first, and there are probably lots of good tutorials on it. You can follow a tutorial and Google anything from the tutorial that you don't understand. Here's one I found that looks helpful at first glance, and it includes working code: https://github.com/sgrvinod/a-PyTorch-Tutorial-to-Super-Resolution

  • DeceiveD

    [NeurIPS 2021] Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data

    Project mention: [R] Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data | reddit.com/r/MachineLearning | 2021-12-03

    github: https://github.com/endlesssora/deceived

  • Deep-Exemplar-based-Video-Colorization

    The source code of CVPR 2019 paper "Deep Exemplar-based Video Colorization".

    Project mention: 1929 video from Shanghai, upscaled to 4K color using AI | reddit.com/r/videos | 2021-10-07
  • CIPS

    Official repository for the paper "Image Generators with Conditionally-Independent Pixel Synthesis" (CVPR2021, Oral) (by saic-mdal)

    Project mention: Image Generators with Conditionally-Independent Pixel Synthesis (CIPS) by Anokhin et al. | reddit.com/r/artificial | 2021-06-14

    [Full Explanation Post] [Arxiv] [Project page]

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). The latest post mention was on 2022-01-09.

Python Gan related posts

Index

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

Project Stars
1 pytorch-CycleGAN-and-pix2pix 16,699
2 the-gan-zoo 11,616
3 fashion-mnist 9,734
4 pix2pixHD 5,597
5 PaddleGAN 5,287
6 ALAE 3,201
7 pytorch-lightning-bolts 1,217
8 Advanced-Deep-Learning-with-Keras 1,193
9 HyperGAN 1,157
10 pytorch-pretrained-BigGAN 902
11 PaddleViT 740
12 hifi-gan 664
13 anycost-gan 637
14 ydata-synthetic 564
15 alias-free-gan-pytorch 482
16 sofgan 456
17 BlendGAN 374
18 ArtGAN 294
19 EigenGAN-Tensorflow 291
20 a-PyTorch-Tutorial-to-Super-Resolution 254
21 DeceiveD 201
22 Deep-Exemplar-based-Video-Colorization 168
23 CIPS 168
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