Image-to-Image Translation in PyTorch

PyTorch implementations of Generative Adversarial Networks.

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

Simple, unified interface to multiple Generative AI providers

A resource for learning about Machine learning & Deep Learning

Semantic Image Synthesis with SPADE

A library to generate LaTeX expression from Python code.

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

Official PyTorch implementation of StyleGAN3

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2022"

StyleGAN2-ADA - Official PyTorch implementation

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

Flickr-Faces-HQ Dataset (FFHQ)

LPIPS metric. pip install lpips

Release for Improved Denoising Diffusion Probabilistic Models

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

Official PyTorch Code and Models of "RePaint: Inpainting using Denoising Diffusion Probabilistic Models", CVPR 2022

Implementation of Non-local Block.

Denoising Diffusion Implicit Models

TRI-ML Monocular Depth Estimation Repository

Implementation A Style-Based Generator Architecture for Generative Adversarial Networks in PyTorch

PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations

Monocular Depth Estimation Toolbox based on MMSegmentation.

NumPy, TensorFlow and PyTorch implementation of human body SMPL model and infant body SMIL model.

Official Implementation of Swapping Autoencoder for Deep Image Manipulation (NeurIPS 2020)