Upload LeRobot dataset for OpenManipulator-X
Browse files- README.md +36 -0
- data/chunk-000000/episode_000000.parquet +3 -0
- data/chunk-000000/episode_000001.parquet +3 -0
- data/chunk-000000/episode_000002.parquet +3 -0
- data/chunk-000000/episode_000003.parquet +3 -0
- data/chunk-000000/episode_000004.parquet +3 -0
- meta/episodes.jsonl +5 -0
- meta/info.json +71 -0
- meta/stats.json +104 -0
- meta/tasks.jsonl +1 -0
README.md
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---
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task_categories:
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- robotics
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tags:
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- LeRobot
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- OpenManipulator-X
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- SmolVLA
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---
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# OpenManipulator-X Dataset for SmolVLA Fine-tuning
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This dataset contains demonstrations for the OpenManipulator-X 5-DOF robot arm.
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## Dataset Details
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- Robot: OpenManipulator-X (5-DOF)
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- Camera: Single RGB+Depth (4-channel)
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- Task: Random object manipulation/grasping
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- Format: LeRobot v2.1 (Parquet + metadata)
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## Usage
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```python
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from lerobot.datasets.lerobot_dataset import LeRobotDataset
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dataset = LeRobotDataset("Hotteok/openmanipulator_test_final")
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```
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## Training
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```bash
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lerobot-train \
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--policy.type smolvla \
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--dataset.repo_id Hotteok/openmanipulator_test_final \
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--policy.max_state_dim 5 \
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--policy.max_action_dim 5
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```
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data/chunk-000000/episode_000000.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:be3bbe77c080cc893c631edc6bd56fa54e7a8aad1442b305cab5597034c99330
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size 2471393
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data/chunk-000000/episode_000001.parquet
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version https://git-lfs.github.com/spec/v1
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data/chunk-000000/episode_000002.parquet
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version https://git-lfs.github.com/spec/v1
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size 2471394
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data/chunk-000000/episode_000003.parquet
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version https://git-lfs.github.com/spec/v1
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size 2471393
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data/chunk-000000/episode_000004.parquet
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version https://git-lfs.github.com/spec/v1
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meta/episodes.jsonl
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{"episode_index": 0, "start_frame": 0, "end_frame": 2, "length": 2, "success": false, "instruction": "Grasp the object"}
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{"episode_index": 1, "start_frame": 2, "end_frame": 4, "length": 2, "success": false, "instruction": "Pick up the target"}
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{"episode_index": 2, "start_frame": 4, "end_frame": 6, "length": 2, "success": false, "instruction": "Grab the item"}
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{"episode_index": 3, "start_frame": 6, "end_frame": 8, "length": 2, "success": false, "instruction": "Grip the object"}
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{"episode_index": 4, "start_frame": 8, "end_frame": 10, "length": 2, "success": false, "instruction": "Hold the target"}
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meta/info.json
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meta/stats.json
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meta/tasks.jsonl
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{"task_index": 0, "task": "grasp the target object"}
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