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Upload UR7e CaP multi-task 300epi 10fps dataset
Browse files- README.md +65 -0
- data/chunk-000/file-000.parquet +3 -0
- meta/episodes/chunk-000/file-000.parquet +3 -0
- meta/info.json +223 -0
- meta/scrape_multitask_manifest.json +149 -0
- meta/stats.json +1063 -0
- meta/tasks.parquet +3 -0
- videos/observation.images.realsense_topview/chunk-000/file-000.mp4 +3 -0
- videos/observation.images.realsense_topview/chunk-000/file-001.mp4 +3 -0
- videos/observation.images.realsense_topview/chunk-000/file-002.mp4 +3 -0
- videos/observation.images.realsense_topview/chunk-000/file-003.mp4 +3 -0
- videos/observation.images.realsense_topview/chunk-000/file-004.mp4 +3 -0
- videos/observation.images.realsense_topview/chunk-000/file-005.mp4 +3 -0
- videos/observation.images.realsense_topview/chunk-000/file-006.mp4 +3 -0
- videos/observation.images.realsense_topview/chunk-000/file-007.mp4 +3 -0
- videos/observation.images.realsense_wrist/chunk-000/file-000.mp4 +3 -0
- videos/observation.images.realsense_wrist/chunk-000/file-001.mp4 +3 -0
- videos/observation.images.realsense_wrist/chunk-000/file-002.mp4 +3 -0
- videos/observation.images.realsense_wrist/chunk-000/file-003.mp4 +3 -0
- videos/observation.images.realsense_wrist/chunk-000/file-004.mp4 +3 -0
- videos/observation.images.realsense_wrist/chunk-000/file-005.mp4 +3 -0
- videos/observation.images.realsense_wrist/chunk-000/file-006.mp4 +3 -0
- videos/observation.images.realsense_wrist/chunk-000/file-007.mp4 +3 -0
README.md
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---
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license: apache-2.0
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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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- lerobot
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- lerobot-v3
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- ur7e
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- h264
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- 10fps
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- downsampled
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- multi-task
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- multitask
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- code-as-policies
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- cap
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- robotics
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- manipulation
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- arrange-block
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- stack-block
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- pick-and-place
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configs:
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- config_name: default
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data_files: data/*/*.parquet
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---
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# UR7e CaP MultiTask 300epi 10fps
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This is a public LeRobot v3.0 multi-task dataset for UR7e Code-as-Policies manipulation. It merges three 100-episode 10fps datasets into one 300-episode training corpus while preserving the original numeric observations, actions, and task labels. The final uploaded copy stores all videos as 10fps H.264 MP4 files.
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<a class="flex" href="https://huggingface.co/spaces/lerobot/visualize_dataset?path=CoRL2026-CSI/UR7e_CaP_MultiTask_300epi_10fps">
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<img class="block dark:hidden" src="https://huggingface.co/datasets/huggingface/badges/resolve/main/visualize-this-dataset-xl.svg"/>
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<img class="hidden dark:block" src="https://huggingface.co/datasets/huggingface/badges/resolve/main/visualize-this-dataset-xl-dark.svg"/>
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</a>
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## Dataset Summary
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- **Robot**: `ur7e`
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- **Format**: LeRobot `v3.0`
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- **FPS**: `10`
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- **Episodes**: `300`
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- **Frames**: `152,926`
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- **Cameras**: `observation.images.realsense_topview`, `observation.images.realsense_wrist` at 480x640 RGB H.264
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- **Actions**: absolute 7D UR7e joint/gripper targets in `action`
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- **Language labels**: task instructions in `meta/tasks.parquet`; per-frame skill text in `skill.natural_language`
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## Task Mix
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| Task | Source dataset | Episodes | Frames | Instruction |
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| --- | --- | ---: | ---: | --- |
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| arrange block | [CoRL2026-CSI/UR7e-CaP_arrange_block_100epi_10fps](https://huggingface.co/datasets/CoRL2026-CSI/UR7e-CaP_arrange_block_100epi_10fps) | 100 | 47,116 | Arrange red, green, blue blocks along the purple line from left to right. |
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| stack block | [CoRL2026-CSI/UR7e-CaP-Stack_Block-100epi_10fps](https://huggingface.co/datasets/CoRL2026-CSI/UR7e-CaP-Stack_Block-100epi_10fps) | 100 | 69,932 | Build a stack on the blue dish with the red block on the bottom, the green block in the middle, and the blue block on top. |
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| pick and place | [CoRL2026-CSI/UR7e_CaP_PickandPlace_100epi_10fps](https://huggingface.co/datasets/CoRL2026-CSI/UR7e_CaP_PickandPlace_100epi_10fps) | 100 | 35,878 | pick up the red block and place it on the blue dish |
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## Tasks
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1. Arrange red, green, blue blocks along the purple line from left to right.
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2. Build a stack on the blue dish with the red block on the bottom, the green block in the middle, and the blue block on top.
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3. pick up the red block and place it on the blue dish
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## Provenance
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The merged dataset was produced from the three source Hub repositories listed above using SCRAPE-IsaacLab's LeRobot aggregation wrapper. The arrange-block source has `fps=10` and 10fps MP4 streams, but its original video feature metadata listed `video.fps=30`; only the local merge copy was normalized to `video.fps=10` so LeRobot's strict feature-schema check could aggregate the datasets. The arrange-block MP4 files in the final merged copy were transcoded from AV1 to H.264 so the uploaded dataset has one consistent declared video codec. Source Hub repositories were not modified.
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See `meta/scrape_multitask_manifest.json` for source revisions, episode/frame ranges, and local normalization details.
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data/chunk-000/file-000.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:ef4abd3d88db46e43e186f190f73f0d97ab70265bb272c88654e092cbd5d98bf
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size 12680396
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meta/episodes/chunk-000/file-000.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:40727d0207aec6cd67737ce96143748b5f375ffd6797980223af6291ee0d6ff4
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size 1030580
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meta/info.json
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{
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"codebase_version": "v3.0",
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"robot_type": "ur7e",
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"total_episodes": 300,
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"total_frames": 152926,
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"total_tasks": 3,
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"chunks_size": 1000,
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"data_files_size_in_mb": 100,
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"video_files_size_in_mb": 200,
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"fps": 10,
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"splits": {
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"train": "0:300"
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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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| 17 |
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"observation.state": {
|
| 18 |
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"dtype": "float32",
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"shape": [
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7
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],
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| 22 |
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"names": [
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"shoulder_pan.pos",
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| 24 |
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"shoulder_lift.pos",
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| 25 |
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"elbow.pos",
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| 26 |
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"wrist_1.pos",
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| 27 |
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"wrist_2.pos",
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| 28 |
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"wrist_3.pos",
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| 29 |
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"gripper.pos"
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| 30 |
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]
|
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},
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| 32 |
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"action": {
|
| 33 |
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"dtype": "float32",
|
| 34 |
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"shape": [
|
| 35 |
+
7
|
| 36 |
+
],
|
| 37 |
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"names": [
|
| 38 |
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"shoulder_pan.pos",
|
| 39 |
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"shoulder_lift.pos",
|
| 40 |
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"elbow.pos",
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| 41 |
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"wrist_1.pos",
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| 42 |
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"wrist_2.pos",
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| 43 |
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"wrist_3.pos",
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| 44 |
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"gripper.pos"
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]
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| 46 |
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},
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| 47 |
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"observation.images.realsense_topview": {
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| 48 |
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"dtype": "video",
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| 49 |
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"shape": [
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| 50 |
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480,
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640,
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3
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],
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| 54 |
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"names": [
|
| 55 |
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"height",
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| 56 |
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"width",
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| 57 |
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"channels"
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| 58 |
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],
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| 59 |
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"info": {
|
| 60 |
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"video.height": 480,
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| 61 |
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"video.width": 640,
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| 62 |
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"video.codec": "h264",
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| 63 |
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"video.pix_fmt": "yuv420p",
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| 64 |
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"video.is_depth_map": false,
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| 65 |
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"video.fps": 10,
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| 66 |
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"video.channels": 3,
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| 67 |
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"has_audio": false
|
| 68 |
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}
|
| 69 |
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},
|
| 70 |
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"observation.images.realsense_wrist": {
|
| 71 |
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"dtype": "video",
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| 72 |
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"shape": [
|
| 73 |
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480,
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| 74 |
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640,
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| 75 |
+
3
|
| 76 |
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],
|
| 77 |
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"names": [
|
| 78 |
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"height",
|
| 79 |
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"width",
|
| 80 |
+
"channels"
|
| 81 |
+
],
|
| 82 |
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"info": {
|
| 83 |
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"video.height": 480,
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| 84 |
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"video.width": 640,
|
| 85 |
+
"video.codec": "h264",
|
| 86 |
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"video.pix_fmt": "yuv420p",
|
| 87 |
+
"video.is_depth_map": false,
|
| 88 |
+
"video.fps": 10,
|
| 89 |
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"video.channels": 3,
|
| 90 |
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"has_audio": false
|
| 91 |
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}
|
| 92 |
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},
|
| 93 |
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"skill.type": {
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| 94 |
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"dtype": "string",
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| 95 |
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"shape": [
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| 96 |
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1
|
| 97 |
+
],
|
| 98 |
+
"names": null
|
| 99 |
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},
|
| 100 |
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"skill.progress": {
|
| 101 |
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"dtype": "float32",
|
| 102 |
+
"shape": [
|
| 103 |
+
1
|
| 104 |
+
],
|
| 105 |
+
"names": null
|
| 106 |
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},
|
| 107 |
+
"skill.goal_position.joint": {
|
| 108 |
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"dtype": "float32",
|
| 109 |
+
"shape": [
|
| 110 |
+
7
|
| 111 |
+
],
|
| 112 |
+
"names": [
|
| 113 |
+
"shoulder_pan.pos",
|
| 114 |
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"shoulder_lift.pos",
|
| 115 |
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"elbow.pos",
|
| 116 |
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"wrist_1.pos",
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| 117 |
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"wrist_2.pos",
|
| 118 |
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"wrist_3.pos",
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| 119 |
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"gripper.pos"
|
| 120 |
+
]
|
| 121 |
+
},
|
| 122 |
+
"skill.goal_position.world_xyzrpy": {
|
| 123 |
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"dtype": "float32",
|
| 124 |
+
"shape": [
|
| 125 |
+
6
|
| 126 |
+
],
|
| 127 |
+
"names": [
|
| 128 |
+
"x",
|
| 129 |
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"y",
|
| 130 |
+
"z",
|
| 131 |
+
"roll",
|
| 132 |
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"pitch",
|
| 133 |
+
"yaw"
|
| 134 |
+
]
|
| 135 |
+
},
|
| 136 |
+
"skill.goal_position.robot_xyzrpy": {
|
| 137 |
+
"dtype": "float32",
|
| 138 |
+
"shape": [
|
| 139 |
+
6
|
| 140 |
+
],
|
| 141 |
+
"names": [
|
| 142 |
+
"x",
|
| 143 |
+
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meta/scrape_multitask_manifest.json
ADDED
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@@ -0,0 +1,149 @@
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|
meta/stats.json
ADDED
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@@ -0,0 +1,1063 @@
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|
| 1 |
+
{
|
| 2 |
+
"skill.goal_position.joint": {
|
| 3 |
+
"min": [
|
| 4 |
+
-2.3170108795166016,
|
| 5 |
+
-1.9665628671646118,
|
| 6 |
+
1.068617343902588,
|
| 7 |
+
-2.9177870750427246,
|
| 8 |
+
-1.7343443632125854,
|
| 9 |
+
2.4846959114074707,
|
| 10 |
+
0.0
|
| 11 |
+
],
|
| 12 |
+
"max": [
|
| 13 |
+
-1.286154866218567,
|
| 14 |
+
-0.7305132746696472,
|
| 15 |
+
2.3091044425964355,
|
| 16 |
+
-1.4740394353866577,
|
| 17 |
+
-1.409480094909668,
|
| 18 |
+
3.471578598022461,
|
| 19 |
+
1.0
|
| 20 |
+
],
|
| 21 |
+
"mean": [
|
| 22 |
+
-1.804866691051042,
|
| 23 |
+
-1.261707595051494,
|
| 24 |
+
1.7191086098606903,
|
| 25 |
+
-2.2302074950552973,
|
| 26 |
+
-1.5716310458912424,
|
| 27 |
+
2.950077940051253,
|
| 28 |
+
0.4134679518198344
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