pollen-roboticsapache-2.0
Slip Detection Dataset
A dataset of tactile sensor readings from a Reachy 2 gripper equipped with an Anyskin sensor for slip detection during object manipulation. The dataset contains 5 magnetic sensors recording during grasping and pulling tasks on 16 objects with manual slip event annotations.
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Why This Matters for Physical AI
This dataset enables development of tactile-based slip detection algorithms critical for robust robotic grasping and manipulation tasks across diverse object properties.
Technical Profile
- Modalities
- tactile
- Robot Embodiments
- Reachy 2
- Environment
- lab
- Task Types
- graspingslip_detection
- Data Format
- CSV
- Annotation Types
- slip_labels
- License
- apache-2.0
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