Code repository for the paper "InstantGeoAvatar: Effective Geometry and Appearance Modeling of Animatable Avatars from Monocular Video", presented at Asian Conference on Computer Vision (ACCV) 2024.

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

Neural implicit surface modelling. Fast, efficient implementation of NeuS with Instant-NGP's hash grid encoding, and CUDA-accelerated components.

Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition

COLMAP - Structure-from-Motion and Multi-View Stereo

Code for SPAD : Spatially Aware Multiview Diffusers, CVPR 2024

an implementation of softmax splatting for differentiable forward warping using PyTorch

Single Image to 3D using Cross-Domain Diffusion for 3D Generation

Curated list of papers and resources focused on 3D Gaussian Splatting, intended to keep pace with the anticipated surge of research in the coming months.

[CVPR 2024] Official PyTorch implementation of SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering

DUSt3R: Geometric 3D Vision Made Easy

An open source implementation of CLIP.

Stable Diffusion implemented from scratch in PyTorch

Benchmark for generative image models

Fixes macOS Preview garbled annotations

Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.

Vid2Avatar: 3D Avatar Reconstruction from Videos in the Wild via Self-supervised Scene Decomposition (CVPR2023)

SMPL-X

HOTA (and other) evaluation metrics for Multi-Object Tracking (MOT).

Sign Language Translation for Instructional Videos - CVPR WiCV 2023

InstantAvatar: Learning Avatars from Monocular Video in 60 Seconds (CVPR 2023)

Implementations of NeRF variants based on Taichi + PyTorch