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README.md CHANGED
@@ -18,9 +18,254 @@ This dataset was created using [LeRobot](https://github.com/huggingface/lerobot)
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  ## Dataset Description
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- Bimanual golfball-into-cup demonstrations with TRLC DK1 robot.
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  - **Robot:** TRLC DK1 bimanual (`bi_dk1_follower`) — 2× 6-DOF arms with grippers
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  - **Task:** Pick up the white golf ball from the table and place it into the cup.
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  - **Episodes:** 19
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  - **Total frames:** 9,281 (5.2 min @ 30 fps)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ## Dataset Description
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+ Bimanual golfball-into-cup task with TRLC DK1 robot.
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  - **Robot:** TRLC DK1 bimanual (`bi_dk1_follower`) — 2× 6-DOF arms with grippers
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  - **Task:** Pick up the white golf ball from the table and place it into the cup.
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  - **Episodes:** 19
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  - **Total frames:** 9,281 (5.2 min @ 30 fps)
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+ - **Avg episode length:** 16.3s
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+ - **License:** apache-2.0
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+
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+ ### Cameras
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+
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+ | Camera | Resolution | Codec | FPS |
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+ |---|---|---|---|
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+ | `observation.images.head` | 1280x720 | h264 | 30 |
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+ | `observation.images.left_wrist` | 1280x720 | h264 | 30 |
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+ | `observation.images.right_wrist` | 1280x720 | h264 | 30 |
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+
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+ ### Observation Space
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+
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+ - **`observation.state`**: float32[40] — left_joint_1.pos, left_joint_1.vel, left_joint_1.torque, left_joint_2.pos, left_joint_2.vel, left_joint_2.torque... (joint positions, velocities, torques for both arms + grippers)
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+ - **`observation.images.*`**: 3 camera streams
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+
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+ ### Action Space
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+
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+ - **`action`**: float32[14] — left_joint_1.pos, left_joint_2.pos, left_joint_3.pos, left_joint_4.pos, left_joint_5.pos, left_joint_6.pos... (joint position targets for both arms + grippers)
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+
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+ ## Loading the Dataset
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+
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+ ```python
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+ from lerobot.datasets.lerobot_dataset import LeRobotDataset
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+
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+ dataset = LeRobotDataset("andreaskoepf/dk1_golfball_into_cup")
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+
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+ # Access a frame
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+ frame = dataset[0]
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+ print(frame["observation.state"].shape) # torch.Size([40])
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+ print(frame["action"].shape) # torch.Size([14])
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+ print(frame["observation.images.head"].shape) # torch.Size([3, 720, 1280])
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+ ```
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+
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+ ## Dataset Structure
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+
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+ [meta/info.json](meta/info.json):
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+ ```json
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+ {
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+ "codebase_version": "v3.0",
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+ "robot_type": "bi_dk1_follower",
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+ "total_episodes": 19,
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+ "total_frames": 9281,
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+ "total_tasks": 1,
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+ "chunks_size": 1000,
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+ "data_files_size_in_mb": 1,
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+ "video_files_size_in_mb": 1294,
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+ "fps": 30,
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+ "splits": {
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+ "train": "0:19"
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+ },
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+ "data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
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+ "video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4",
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+ "features": {
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+ "action": {
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+ "dtype": "float32",
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+ "names": [
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+ "left_joint_1.pos",
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+ "left_joint_2.pos",
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+ "left_joint_3.pos",
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+ "left_joint_4.pos",
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+ "left_joint_5.pos",
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+ "left_joint_6.pos",
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+ "left_gripper.pos",
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+ "right_joint_1.pos",
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+ "right_joint_2.pos",
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+ "right_joint_3.pos",
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+ "right_joint_4.pos",
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+ "right_joint_5.pos",
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+ "right_joint_6.pos",
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+ "right_gripper.pos"
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+ ],
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+ "shape": [
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+ 14
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+ ]
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+ },
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+ "observation.state": {
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+ "dtype": "float32",
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+ "names": [
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+ "left_joint_1.pos",
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+ "left_joint_1.vel",
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+ "left_joint_1.torque",
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+ "left_joint_2.pos",
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+ "left_joint_2.vel",
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+ "left_joint_2.torque",
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+ "left_joint_3.pos",
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+ "left_joint_3.vel",
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+ "left_joint_3.torque",
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+ "left_joint_4.pos",
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+ "left_joint_4.vel",
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+ "left_joint_4.torque",
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+ "left_joint_5.pos",
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+ "left_joint_5.vel",
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+ "left_joint_5.torque",
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+ "left_joint_6.pos",
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+ "left_joint_6.vel",
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+ "left_joint_6.torque",
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+ "left_gripper.pos",
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+ "left_gripper.torque",
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+ "right_joint_1.pos",
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+ "right_joint_1.vel",
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+ "right_joint_1.torque",
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+ "right_joint_2.pos",
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+ "right_joint_2.vel",
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+ "right_joint_2.torque",
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+ "right_joint_3.pos",
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+ "right_joint_3.vel",
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+ "right_joint_3.torque",
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+ "right_joint_4.pos",
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+ "right_joint_4.vel",
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+ "right_joint_4.torque",
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+ "right_joint_5.pos",
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+ "right_joint_5.vel",
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+ "right_joint_5.torque",
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+ "right_joint_6.pos",
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+ "right_joint_6.vel",
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+ "right_joint_6.torque",
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+ "right_gripper.pos",
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+ "right_gripper.torque"
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+ ],
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+ "shape": [
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+ 40
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+ ]
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+ },
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+ "observation.images.head": {
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+ "dtype": "video",
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+ "names": [
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+ "height",
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+ "width",
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+ "channels"
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+ ],
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+ "shape": [
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+ 720,
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+ 1280,
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+ 3
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+ ],
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+ "info": {
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+ "video.height": 720,
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+ "video.width": 1280,
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+ "video.codec": "h264",
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+ "video.pix_fmt": "yuv420p",
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+ "video.fps": 30,
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+ "video.channels": 3,
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+ "video.is_depth_map": false,
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+ "has_audio": false
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+ }
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+ },
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+ "observation.images.left_wrist": {
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+ "dtype": "video",
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+ "names": [
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+ "height",
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+ "width",
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+ "channels"
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+ ],
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+ "shape": [
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+ 720,
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+ 1280,
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+ 3
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+ ],
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+ "info": {
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+ "video.height": 720,
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+ "video.width": 1280,
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+ "video.codec": "h264",
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+ "video.pix_fmt": "yuv420p",
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+ "video.fps": 30,
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+ "video.channels": 3,
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+ "video.is_depth_map": false,
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+ "has_audio": false
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+ }
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+ },
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+ "observation.images.right_wrist": {
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+ "dtype": "video",
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+ "names": [
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+ "height",
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+ "width",
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+ "channels"
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+ ],
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+ "shape": [
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+ 720,
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+ 1280,
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+ 3
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+ ],
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+ "info": {
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+ "video.height": 720,
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+ "video.width": 1280,
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+ "video.codec": "h264",
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+ "video.pix_fmt": "yuv420p",
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+ "video.fps": 30,
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+ "video.channels": 3,
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+ "video.is_depth_map": false,
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+ "has_audio": false
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+ }
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+ },
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+ "timestamp": {
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+ "dtype": "float32",
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+ "names": null,
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+ "shape": [
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+ 1
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+ ]
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+ },
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+ "frame_index": {
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+ ]
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+ },
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+ "shape": [
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+ ]
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+ }
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+ }
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+ }
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+ ```
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+
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+ ## Citation
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+
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+ **BibTeX:**
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+
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+ ```bibtex
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+ @misc{andreaskoepf_dk1_golfball_into_cup,
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+ title = {Pick up the white golf ball from the table and place it into the cup.},
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+ author = {The Robot Learning Company},
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+ year = {2026},
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+ publisher = {HuggingFace},
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+ url = {https://huggingface.co/datasets/andreaskoepf/dk1_golfball_into_cup}
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+ }
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+ ```
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