The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Google Research

LAVIS - A One-stop Library for Language-Vision Intelligence

PyTorch code and models for the DINOv2 self-supervised learning method.

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

COCO API - Dataset @ http://cocodataset.org/

NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

A new codebase for popular Scene Graph Generation methods (2020). Visualization & Scene Graph Extraction on custom images/datasets are provided. It's also a PyTorch implementation of paper “Unbiase…

GaussianObject: High-Quality 3D Object Reconstruction from Four Views with Gaussian Splatting (SIGGRAPH Asia 2024, TOG)

VPoser: Variational Human Pose Prior

Training and experimentation code used for "Stacked Hourglass Networks for Human Pose Estimation"

Tutorials for deep learning course here:

Camera calibration & 3D pose estimation tools for AcinoSet