Top 23 Python Gan Projects

• GFPGAN

  15 33,001 0.0 Python

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

  

  Project mention: Open source software has gotten a lot better at having smooth swaps. Below is what i got. | /r/faceswap | 2023-06-28

  Mainly as the base model. https://insightface.ai/ There was some post processing done to further improve quality. https://github.com/TencentARC/GFPGAN

• pytorch-CycleGAN-and-pix2pix

  4 21,066 0.0 Python

  Image-to-Image Translation in PyTorch

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

  Click to Learn more...

• InfluxDB

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• the-gan-zoo

  1 13,709 0.0 Python

  A list of all named GANs!

  Project mention: [哲老嗨进]chatGPT和Diffusion model的成功是不是说明还原论是对的? | /r/Youmo | 2023-03-02

• fashion-mnist

  2 11,032 0.0 Python

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

  

  Project mention: Pre-Trained ML models for labeling retail images? Upload an image of a dress shirt and the labels output are “long sleeve, men’s, button down, collar, formal, dress shirt” or better? | /r/learnmachinelearning | 2023-04-25

• Keras-GAN

  1 9,056 0.0 Python

  Keras implementations of Generative Adversarial Networks.

  Project mention: Help understanding specific GAN model | /r/learnmachinelearning | 2023-03-28

  If your goal is just to use a GAN, you can start here https://github.com/eriklindernoren/Keras-GAN

• so-vits-svc-fork

  16 7,491 9.5 Python

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

  

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

• PaddleGAN

  0 7,431 0.0 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.

  

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• TensorLayer

  0 7,253 0.0 Python

  Deep Learning and Reinforcement Learning Library for Scientists and Engineers

  

• pix2pixHD

  0 6,398 0.0 Python

  Synthesizing and manipulating 2048x1024 images with conditional GANs

  

• gluon-cv

  1 5,666 2.6 Python

  Gluon CV Toolkit

  

  Project mention: FOSS self-hosted image-to-text gpu accelerated object recognition ? Is there anything on the table yet ? | /r/selfhosted | 2023-03-30

  https://github.com/amusi/awesome-object-detection https://mmdetection.readthedocs.io/en/latest/index.html https://github.com/thtrieu/darkflow https://github.com/OlafenwaMoses/ImageAI https://github.com/dmlc/gluon-cv https://github.com/aim-uofa/AdelaiDet/ https://github.com/aim-uofa/AdelaiDet/blob/master/configs/FCOS-Detection/README.md https://github.com/wizyoung/YOLOv3_TensorFlow

• SimSwap

  2 3,880 0.0 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 3,752 10.0 Python

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

  

  Project mention: Unstoppable Domains Launches AI-Generated Avatars | /r/CryptoCurrency | 2023-03-31

  Here you can make your own: https://github.com/minivision-ai/photo2cartoon/blob/master/README_EN.md, for free. If you really want an nft, generate your own images and mint an nft on polygon for virtually nothing instead of paying unstoppable domains 15$

• ALAE

  0 3,463 0.0 Python

  [CVPR2020] Adversarial Latent Autoencoders

• SinGAN

  1 3,265 0.0 Python

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

  Project mention: Piracy's the Way | /r/TopazLabs | 2023-03-30

• SRGAN

  0 3,107 0.0 Python

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

  

• pytorch-fid

  2 2,771 0.0 Python

  Compute FID scores with PyTorch.

  Project mention: [D] A better way to compute the Fréchet Inception Distance (FID) | /r/MachineLearning | 2023-04-10

  The Fréchet Inception Distance (FID) is a widespread metric to assess the quality of the distribution of a image generative model (GAN, Stable Diffusion, etc.). The metric is not trivial to implement as one needs to compute the trace of the square root of a matrix. In all PyTorch repositories I have seen that implement the FID (https://github.com/mseitzer/pytorch-fid, https://github.com/GaParmar/clean-fid, https://github.com/toshas/torch-fidelity, ...), the authors rely on SciPy's sqrtm to compute the square root of the matrix, which is unstable and slow.

• Anime2Sketch

  0 1,841 0.0 Python

  A sketch extractor for anime/illustration.

• SDV

  29 1,709 9.2 Python

  Synthetic data generation for tabular data

  

  Project mention: SDV: NEW Data - star count:1441.0 | /r/algoprojects | 2023-05-13

• mmgeneration

  0 1,679 0.0 Python

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

  

• Advanced-Deep-Learning-with-Keras

  0 1,650 0.0 Python

  Advanced Deep Learning with Keras, published by Packt

  

• ailia-models

  1 1,643 7.7 Python

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

  

  Project mention: 10$ Full Body Tracking! I'm proud to release ToucanTrack (in Beta!). Get decent FBT with the power of 2 PS3 Eye Cameras and AI! | /r/VRchat | 2023-02-20

  If you're looking for the differences in terms of how inference is done, I recommend you take a look at MediaPipe's source code. MediaPipe doesn't use raw code, but uses a "graph" instead (eg. pose_landmark_cpu.pbtxt), which can be visualised using MediaPipe Viz. I also used axinc-ai/ailia-models as the base (preprocessing, inference, postprocessing, etc...) which I further built upon (keypoint refinement, roi from keypoints, filtering / smoothing, etc...)

• PassGAN

  2 1,640 0.0 Python

  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

• lightning-bolts

  0 1,601 8.6 Python

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

  

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Python Gan related posts

• 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
• What’s your approach to highly imbalanced data sets?
  5 projects | /r/datascience | 26 May 2023
• [D] Pre-trained weights for GANs online?
  2 projects | /r/MachineLearning | 18 May 2023
• A note from our sponsor - Onboard AI
  getonboard.dev | 3 Dec 2023

  Onboard AI learns any GitHub repo in minutes and lets you chat with it to locate functionality, understand different parts, and generate new code. Use it for free at www.getonboard.dev. Learn more →

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