Inspired by OpenAI dexterous in-hand manipulation, we collected a synthetic RGB-D dataset of a Shadow Hand robot manipulating a cube towards arbitrary goal configurations. This dataset consists of about 10000 videos, each video including 25 RGB-D frames. DexHand is challenging as the robot has 24 degrees of freedom, and there can be a significant amount of motion and occlusion between consecutive frames.
Papers
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