Open Source

VITRA

[ICRA 2026] VITRA: Scalable Vision-Language-Action Model Pretraining for Robotic Manipulation with Real-Life Human Activity Videos.

Source: GitHub Pricing: Open Source
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About This Project

VITRA is a novel approach for pretraining Vision-Language-Action (VLA) models for robotic manipulation using large-scale, unscripted, real-world videos of human hand activities. It demonstrates strong zero-shot human-hand action prediction in entirely new scenes and serves as a cornerstone for few-shot finetuning and adaptation to real-world robotic manipulation.

Tags

robotic-manipulation vision-language-action vla

Installation & Setup

git clone https://github.com/microsoft/VITRA.git
cd VITRA
conda create -n vitra python=3.10 -y
conda activate vitra
pip install -e .

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