Python Gan

Open-source Python projects categorized as Gan
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Topics: Deep Learning generative-adversarial-network Pytorch Computer Vision Machine Learning
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Top 23 Python Gan Projects

  • GFPGAN

    GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

    Project mention: Ask HN: What is the state of the art in AI photo enhancement? | news.ycombinator.com | 2024-01-24

  • 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...

  • 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.

  • the-gan-zoo

    A list of all named GANs!

  • fashion-mnist

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

    Project mention: Logistic Regression for Image Classification Using OpenCV | news.ycombinator.com | 2023-12-31

    In this case there's no advantage to using logistic regression on an image other than the novelty. Logistic regression is excellent for feature explainability, but you can't explain anything from an image.

    Traditional classification algorithms but not deep learning such as SVMs and Random Forest perform a lot better on MNIST, up to 97% accuracy compared to the 88% from logistic regression in this post. Check the Original MNIST benchmarks here: http://fashion-mnist.s3-website.eu-central-1.amazonaws.com/#

  • Keras-GAN

    Keras implementations of Generative Adversarial Networks.

  • so-vits-svc-fork

    so-vits-svc fork with realtime support, improved interface and more features.

    Project mention: Zade - Çaresizim | /r/zfam | 2023-06-21

  • 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.

  • 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.

  • TensorLayer

    Deep Learning and Reinforcement Learning Library for Scientists and Engineers

  • pix2pixHD

    Synthesizing and manipulating 2048x1024 images with conditional GANs

  • gluon-cv

    Gluon CV Toolkit

  • SimSwap

    An arbitrary face-swapping framework on images and videos with one single trained model!

    Project mention: How do I transfer a face from one image to another image? | /r/StableDiffusion | 2023-07-11

    simswap is an earlier alternative to roop, but they have a 512x512 model. https://github.com/neuralchen/SimSwap

  • photo2cartoon

    人像卡通化探索项目 (photo-to-cartoon translation project)

  • ALAE

    [CVPR2020] Adversarial Latent Autoencoders

  • SinGAN

    Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

  • SRGAN

    Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

  • pytorch-fid

    Compute FID scores with PyTorch.

  • 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?

  • Anime2Sketch

    A sketch extractor for anime/illustration.

  • ailia-models

    The collection of pre-trained, state-of-the-art AI models for ailia SDK

  • mmgeneration

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

  • hifi-gan

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

  • Advanced-Deep-Learning-with-Keras

    Advanced Deep Learning with Keras, published by Packt

  • PassGAN

    A Deep Learning Approach for Password Guessing (https://arxiv.org/abs/1709.00440)

    Project mention: Dónde o como puedo aprender a hackear redes wifi | /r/programacion | 2023-05-31

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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). The latest post mention was on 2024-02-27.

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 GFPGAN 34,465
2 pytorch-CycleGAN-and-pix2pix 21,904
3 the-gan-zoo 13,988
4 fashion-mnist 11,439
5 Keras-GAN 9,105
6 so-vits-svc-fork 8,262
7 PaddleGAN 7,651
8 TensorLayer 7,275
9 pix2pixHD 6,515
10 gluon-cv 5,751
11 SimSwap 4,159
12 photo2cartoon 3,863
13 ALAE 3,492
14 SinGAN 3,280
15 SRGAN 3,184
16 pytorch-fid 3,015
17 SDV 2,105
18 Anime2Sketch 1,885
19 ailia-models 1,799
20 mmgeneration 1,790
21 hifi-gan 1,740
22 Advanced-Deep-Learning-with-Keras 1,716
23 PassGAN 1,691

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