Top 23 Python Gan Projects

• GFPGAN

  93 34,824 2.7 Python

  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

  10 22,199 2.5 Python

  Image-to-Image Translation in PyTorch

• Scout Monitoring

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• the-gan-zoo

  2 14,059 0.0 Python

  A list of all named GANs!

• fashion-mnist

  15 11,439 0.0 Python

  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

  1 9,105 0.0 Python

  Keras implementations of Generative Adversarial Networks.

• so-vits-svc-fork

  16 8,421 9.3 Python

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

  

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

• PaddleGAN

  2 7,717 5.4 Python

  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.

  

• InfluxDB

  www.influxdata.com featured

  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.

  

• TensorLayer

  1 7,296 0.0 Python

  Deep Learning and Reinforcement Learning Library for Scientists and Engineers

  

• pix2pixHD

  6 6,545 0.0 Python

  Synthesizing and manipulating 2048x1024 images with conditional GANs

  

• gluon-cv

  1 5,751 1.8 Python

  Gluon CV Toolkit

  

• SimSwap

  12 4,266 5.5 Python

  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

  1 3,863 10.0 Python

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

  

• ALAE

  1 3,494 0.0 Python

  [CVPR2020] Adversarial Latent Autoencoders

• SinGAN

  1 3,285 0.0 Python

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

• SRGAN

  1 3,221 2.7 Python

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

  

• pytorch-fid

  5 3,154 5.9 Python

  Compute FID scores with PyTorch.

• SDV

  59 2,165 9.4 Python

  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

  7 1,892 3.4 Python

  A sketch extractor for anime/illustration.

• ailia-models

  4 1,862 9.8 Python

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

  

• mmgeneration

  2 1,833 2.4 Python

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

  

• hifi-gan

  5 1,786 0.0 Python

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

• Advanced-Deep-Learning-with-Keras

  1 1,716 0.0 Python

  Advanced Deep Learning with Keras, published by Packt

  

• PassGAN

  3 1,726 0.0 Python

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

• SaaSHub

  www.saashub.com featured

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

  

Python Gan related posts

• How to generate AI images in ChatGPT-3.5 (free)

  1 project | dev.to | 21 May 2024

• Ask HN: What is the state of the art in AI photo enhancement?

  2 projects | news.ycombinator.com | 24 Jan 2024

• How do I transfer a face from one image to another image?

  1 project | /r/StableDiffusion | 11 Jul 2023

• Open source software has gotten a lot better at having smooth swaps. Below is what i got.

  2 projects | /r/faceswap | 28 Jun 2023

• First look at DragGAN - the generative net that allows the user to drag a particular part of an image and shift it to the target place. Try it yourself: https://github.com/.../neural_networks/GAN/draggan.ipynb

  4 projects | /r/StableDiffusion | 2 Jun 2023

• Dónde o como puedo aprender a hackear redes wifi

  1 project | /r/programacion | 31 May 2023

• FaceSwap Suite Preview

  3 projects | /r/StableDiffusion | 31 May 2023
• A note from our sponsor - Scout Monitoring
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