Gan Python Packages

piq

Measures and metrics for image2image tasks. PyTorch.

clean-fid

PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]

gfpgan

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

pytorch-fid

Compute FID scores with PyTorch.

sdv

Synthetic data generation for tabular data

gluoncv

Gluon CV Toolkit

tensorlayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

lightning-bolts

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

nnm

Neural Network Models

torchstudio

Deep Learning Experiment

fabtwin

Learned generative process twins for yield-aware inverse design of multilayer optics: exact TMM with a hand-derived adjoint, pathwise CVaR robustification through twin and physics

so-vits-svc-fork

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

kpenvelope

Six-band k.p envelope-function solver for wurtzite heterostructures, self-consistent with Poisson

ydata-synthetic

Synthetic data generators for tabular and time-series data

neuralnetlib

🧠 A flexible machine & deep learning framework built from scratch using only NumPy

focal-frequency-loss

[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis

labml-nn

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

audioreconstructor

An adversarial neural network that restores the high fidelity audio lost during lossy compression

opensr-srgan

Flexible implementation of different SR-GANs for Remote Sensing.

pytorch-lightning-bolts

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

sdgx

SDG is a specialized framework designed to generate high-quality structured tabular data.

pytorch-pretrained-biggan

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

socaity-face2face

Swap faces in images and videos. Create face embeddings. Enhance face image quality. Deploy as a web api.

at-gan

A Tabular GAN framework for generating synthetic tabular data from arbitrary mixed-type tabular datasets.