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Minimal codes for "Task-Oriented Dexterous Hand Pose Synthesis Using Differentiable Grasp Wrench Boundary Estimator [IROS 2024]"

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JYChen18/TaskDexGrasp

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TaskDexGrasp

This repository includes the minimal code of the grasp wrench boundary estimation and task-oriented loss calculation, proposed in Task-Oriented Dexterous Hand Pose Synthesis Using Differentiable Grasp Wrench Boundary Estimator [IROS 2024].

Project page | Paper

For the complete grasp synthesis pipeline's code, please look at our follow-up work BODex.

Installation

# Many other versions should also work.
pip install numpy==1.26.4
pip install torch==2.0.1   

Running

python main.py

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Minimal codes for "Task-Oriented Dexterous Hand Pose Synthesis Using Differentiable Grasp Wrench Boundary Estimator [IROS 2024]"

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