Welcome to 👐OpenHands’s documentation!

👐OpenHands is an open source toolkit to democratize sign language research by making pose-based Sign Language Recognition (SLR) more accessible to everyone.

Getting Started

• Features
  • Currently supported
  • Future Plan
• Installation
  • Getting the toolkit
  • Checking Installation
• ISLR Datasets
  • Supported Datasets
  • Usage
  • Custom Datasets
• Finger-spelling Datasets
  • Supported Datasets
• Models
  • Usage
  • Trained checkpoints
• Training
  • Config-based training
• Self-Supervised Learning
  • Pretraining Dataset
  • Pre-training
  • Fine-tuning
  • Checkpoints
• Inference and Testing
  • Computing accuracy using test set
  • Predicting for any given videos
• Support
  • Citation

Code Documentation

• API Documentation
  • Tasks
  • Models
  • Datasets