Deep Learning Methods for Hand Pose Estimation

Estimates 3D hand landmarks from EMG data

论文《改进的基于锚点的三维手部姿态估计网络》的官方实现

[AAAI 2023 Distinguished Paper] Two Heads are Better than One: Image-Point Cloud Network for Depth-Based 3D Hand Pose Estimation

[ICCV 2023 Oral] Decoupled Iterative Refinement Framework for Interacting Hands Reconstruction from a Single RGB Image

This the official repo for our paper: POV-Surgery: A Dataset for Egocentric Hand and Tool Pose Estimation During Surgical Activities; at MICCAI 2023

[TIP 2022] Code for "A Dual-Branch Self-Boosting Framework for Self-Supervised 3D Hand Pose Estimation"

[ICCV 2023] HaMuCo: Hand Pose Estimation via Multiview Collaborative Self-Supervised Learning

[CVPR 2023] Code for paper 'A2J-Transformer: Anchor-to-Joint Transformer Network for 3D Interacting Hand Pose Estimation from a Single RGB Image'

A hand motion capture from a single color camera + Unity + a virtual webcam

🔥(CVPR 2023) ACR: Attention Collaboration-based Regressor for Arbitrary Two-Hand Reconstruction

Real-Time 2D and 3D Hand Pose Estimation from RGB Image

Google MediaPipe Face + Hands + Body + Object

A minimal solution to hand motion capture from a single color camera at over 100fps. Easy to use, plug to run.