Upload ketchup pick and place dataset with FFmpeg H.264 videos
Browse files- README.md +18 -2
- meta/info.json +70 -4
- videos/chunk-000/episode_000000_top.mp4 +2 -2
- videos/chunk-000/episode_000000_wrist.mp4 +2 -2
README.md
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@@ -15,11 +15,27 @@ Pick and place manipulation task where the robot grasps a ketchup bottle and pla
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## Data Format
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This dataset follows the LeRobot format with:
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- Robot states in `observation.state` (7DOF: x, y, z, roll, pitch, yaw, gripper)
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- Actions as next states
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- Video recordings from multiple camera angles
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## Usage
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```python
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from lerobot.datasets import LeRobotDataset
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dataset = LeRobotDataset("sakehaosdfadfasf/ketchup_pick_place")
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```
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## Data Format
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This dataset follows the LeRobot format with:
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- Robot states in `observation.state` (7DOF: x, y, z, roll, pitch, yaw, gripper)
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- Actions as next robot states
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- Video recordings from multiple camera angles
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- Videos encoded with H.264 codec using FFmpeg for maximum compatibility
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## Camera Setup
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- **top**: RGB camera feed
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- **wrist**: RGB camera feed
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## Usage
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```python
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from lerobot.common.datasets.lerobot_dataset import LeRobotDataset
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# Load dataset
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dataset = LeRobotDataset("sakehaosdfadfasf/ketchup_pick_place")
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# Visualize data
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python -m lerobot.scripts.visualize_dataset \
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--repo-id sakehaosdfadfasf/ketchup_pick_place \
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--episode-index 0
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```
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## Video Format
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Videos are encoded using FFmpeg with H.264 codec, YUV420P pixel format, and CRF 18 for high quality.
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This ensures maximum compatibility with LeRobot's video decoding pipeline.
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meta/info.json
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"total_frames": 154,
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"total_tasks": 1,
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"total_chunks": 1,
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"chunks_size":
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"fps": 10,
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"features": {
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"observation.state": {
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"dtype": "float32",
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"shape": [
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7
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]
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},
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"action": {
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"dtype": "float32",
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"shape": [
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7
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]
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},
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"episode_index": {
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"dtype": "int64",
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"task_index": {
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"dtype": "int64",
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"shape": []
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}
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},
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"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
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"video_path": "videos/chunk-{episode_chunk:03d}/episode_{episode_index:06d}_{camera_name}.mp4"
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}
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"total_frames": 154,
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"total_tasks": 1,
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"total_chunks": 1,
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"chunks_size": 154,
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"fps": 10,
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"features": {
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"observation.state": {
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"dtype": "float32",
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"shape": [
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7
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],
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"_info": {
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"names": [
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"x",
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"y",
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"z",
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"roll",
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"pitch",
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"yaw",
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"gripper"
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]
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}
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},
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"action": {
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"dtype": "float32",
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"shape": [
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7
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],
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"_info": {
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"names": [
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"x",
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"y",
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"z",
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"roll",
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"pitch",
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"yaw",
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"gripper"
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]
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}
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},
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"episode_index": {
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"dtype": "int64",
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"task_index": {
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"dtype": "int64",
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"shape": []
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},
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"observation.images.top": {
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"dtype": "video",
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"shape": [
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480,
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640,
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3
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],
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"_info": {
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"video_path": "videos/chunk-{episode_chunk:03d}/episode_{episode_index:06d}_top.mp4"
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}
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},
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"observation.images.wrist": {
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"dtype": "video",
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"shape": [
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480,
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640,
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3
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],
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"_info": {
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"video_path": "videos/chunk-{episode_chunk:03d}/episode_{episode_index:06d}_wrist.mp4"
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}
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}
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},
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"encoding": {
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"video": {
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"codec": "h264",
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"pix_fmt": "yuv420p",
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"g": 2,
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"crf": 18
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}
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},
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"video_info": {
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"video.fps": 10,
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"video.codec": "h264",
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"video.pix_fmt": "yuv420p",
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"video.preset": "medium"
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},
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"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
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"video_path": "videos/chunk-{episode_chunk:03d}/episode_{episode_index:06d}_{camera_name}.mp4",
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"camera_keys": [
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"top",
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"wrist"
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],
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"camera_names": [
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"top",
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"wrist"
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]
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}
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videos/chunk-000/episode_000000_top.mp4
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:b936ee0b56dcb41ab1ef7dce0e699e54946b200037599377cd72d709af90a31d
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size 877957
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videos/chunk-000/episode_000000_wrist.mp4
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:42fe583771a4e2801d4a7cd3b77e8e443a4c1ef007b34011efaf84901efca7a5
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size 559241
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