Datasets:
observation.image
dict | observation.state
listlengths 4
4
| observation.environment_state
listlengths 39
39
| action
listlengths 4
4
| task_id
int64 4
40
| timestamp
float64 0
6.24
| frame_index
int64 0
499
| episode_index
int64 0
312
| index
int64 0
22.3k
| task_index
int64 0
6
|
|---|---|---|---|---|---|---|---|---|---|
{"bytes":"iVBORw0KGgoAAAANSUhEUgAAAeAAAAHgCAIAAADytinCAAEAAElEQVR4nOz9aZQk2XUeCN77npm5x5IRucQemVUFFA(...TRUNCATED)
|
[
0.004584200214594603,
0.6013880968093872,
0.195143461227417,
1
] | [0.004584200214594603,0.6013880968093872,0.195143461227417,1.0,0.07081720978021622,0.605882585048675(...TRUNCATED)
|
[
0.42438673973083496,
1.191009521484375,
-0.06979093700647354,
0
] | 40
| 0
| 0
| 0
| 0
| 0
|
{"bytes":"iVBORw0KGgoAAAANSUhEUgAAAeAAAAHgCAIAAADytinCAAEAAElEQVR4nOz9abAkWXYeiJ1zr7tHxFtyf3tmVXX1Xm(...TRUNCATED)
|
[
0.004854575265198946,
0.6018202304840088,
0.19496582448482513,
1
] | [0.004854575265198946,0.6018202304840088,0.19496582448482513,1.0,0.07083208858966827,0.6058753132820(...TRUNCATED)
|
[
0.4230348765850067,
1.188848853111267,
-0.06890279799699783,
0
] | 40
| 0.0125
| 1
| 0
| 1
| 0
|
{"bytes":"iVBORw0KGgoAAAANSUhEUgAAAeAAAAHgCAIAAADytinCAAEAAElEQVR4nOz9eZAkWXofiH3fe+4eEZmVdWXlndXX9P(...TRUNCATED)
|
[
0.005537017248570919,
0.603806734085083,
0.19481877982616425,
1
] | [0.005537017248570919,0.603806734085083,0.19481877982616425,1.0,0.07082737982273102,0.60587793588638(...TRUNCATED)
|
[
0.41962265968322754,
1.1789162158966064,
-0.0681675374507904,
0
] | 40
| 0.025
| 2
| 0
| 2
| 0
|
{"bytes":"iVBORw0KGgoAAAANSUhEUgAAAeAAAAHgCAIAAADytinCAAEAAElEQVR4nOz9aZAlV3YeCJ5zrru/FxG5Z8aamQBqYR(...TRUNCATED)
|
[
0.006790341809391975,
0.6075106263160706,
0.19462086260318756,
1
] | [0.006790341809391975,0.6075106263160706,0.19462086260318756,1.0,0.07086282968521118,0.6058585643768(...TRUNCATED)
|
[
0.4133560359477997,
1.1603970527648926,
-0.06717797368764877,
0
] | 40
| 0.0375
| 3
| 0
| 3
| 0
|
{"bytes":"iVBORw0KGgoAAAANSUhEUgAAAeAAAAHgCAIAAADytinCAAEAAElEQVR4nOz9aZAlV3YeCJ5zr7u/9yIiI7fYMwNLVQ(...TRUNCATED)
|
[
0.008649962954223156,
0.6127995848655701,
0.19428883492946625,
1
] | [0.008649962954223156,0.6127995848655701,0.19428883492946625,1.0,0.07081392407417297,0.6058775186538(...TRUNCATED)
|
[
0.40405794978141785,
1.1339521408081055,
-0.0655178353190422,
0
] | 40
| 0.05
| 4
| 0
| 4
| 0
|
{"bytes":"iVBORw0KGgoAAAANSUhEUgAAAeAAAAHgCAIAAADytinCAAEAAElEQVR4nOz9aZAkV3YeCp5zr7tH5FJ77gvWbqCxFF(...TRUNCATED)
|
[
0.011062688194215298,
0.6194157004356384,
0.19376814365386963,
1
] | [0.011062688194215298,0.6194157004356384,0.19376814365386963,1.0,0.07081639766693115,0.6058777570724(...TRUNCATED)
|
[
0.39199432730674744,
1.1008714437484741,
-0.0629144012928009,
0
] | 40
| 0.0625
| 5
| 0
| 5
| 0
|
{"bytes":"iVBORw0KGgoAAAANSUhEUgAAAeAAAAHgCAIAAADytinCAAEAAElEQVR4nOz9eZAcWXofCH7f99wjIi8kgLwzgTq6ur(...TRUNCATED)
|
[
0.013922328129410744,
0.6270732879638672,
0.1930438131093979,
0.9998806118965149
] | [0.013922328129410744,0.6270732879638672,0.1930438131093979,0.9998806118965149,0.07085949182510376,0(...TRUNCATED)
|
[
0.37769612669944763,
1.062583565711975,
-0.05929269269108772,
0
] | 40
| 0.075
| 6
| 0
| 6
| 0
|
{"bytes":"iVBORw0KGgoAAAANSUhEUgAAAeAAAAHgCAIAAADytinCAAEAAElEQVR4nOz9aZAkSXYeCL6nambuEZGZEZkZd0RmVV(...TRUNCATED)
|
[
0.017100650817155838,
0.6355075836181641,
0.19213740527629852,
0.9994616508483887
] | [0.017100650817155838,0.6355075836181641,0.19213740527629852,0.9994616508483887,0.07080058753490448,(...TRUNCATED)
|
[
0.3618044853210449,
1.0204122066497803,
-0.05476070195436478,
0
] | 40
| 0.0875
| 7
| 0
| 7
| 0
|
{"bytes":"iVBORw0KGgoAAAANSUhEUgAAAeAAAAHgCAIAAADytinCAAEAAElEQVR4nOz9aZQlyXUeCN5r5u7vReQSucSembVgLV(...TRUNCATED)
|
[
0.01945866085588932,
0.6443910598754883,
0.1914144903421402,
0.9990917444229126
] | [0.01945866085588932,0.6443910598754883,0.1914144903421402,0.9990917444229126,0.07083220034837723,0.(...TRUNCATED)
|
[
0.35001444816589355,
0.975994884967804,
-0.051146090030670166,
0
] | 40
| 0.1
| 8
| 0
| 8
| 0
|
{"bytes":"iVBORw0KGgoAAAANSUhEUgAAAeAAAAHgCAIAAADytinCAAEAAElEQVR4nOz9a5RcV3YeCO59zr03IjKBzASQ70wAZF(...TRUNCATED)
|
[
0.02125534974038601,
0.6532074213027954,
0.19126567244529724,
0.9987652897834778
] | [0.02125534974038601,0.6532074213027954,0.19126567244529724,0.9987652897834778,0.07083874195814133,0(...TRUNCATED)
|
[
0.341031014919281,
0.9319128394126892,
-0.05040200427174568,
0
] | 40
| 0.1125
| 9
| 0
| 9
| 0
|
End of preview. Expand
in Data Studio
This dataset was created using LeRobot.
Dataset Description
NOTE:
All expert trajectories (100% success rate)
50 total episodes
Camera view: 3rd-person Corner2 only out of ["corner", "corner2", "corner3", "topview", "behindGripper"]
Generator script can be found here: https://github.com/aadarshram/lerobot/blob/MultiTask/src/lerobot/scripts/generate_MetaWorld_datasets.py
Homepage: [More Information Needed]
Paper: [More Information Needed]
License: apache-2.0
Dataset Structure
{
"codebase_version": "v3.0",
"robot_type": "metaworld",
"total_episodes": 500,
"total_frames": 37969,
"total_tasks": 10,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 80,
"splits": {
"train": "0:500"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path": null,
"features": {
"observation.image": {
"dtype": "image",
"shape": [
480,
480,
3
],
"names": [
"height",
"width",
"channels"
]
},
"observation.state": {
"dtype": "float32",
"shape": [
4
],
"names": {
"axes": [
"x",
"y",
"z",
"gripper"
]
}
},
"observation.environment_state": {
"dtype": "float32",
"shape": [
39
],
"names": [
"keypoints"
]
},
"action": {
"dtype": "float32",
"shape": [
4
],
"names": {
"axes": [
"x",
"y",
"z",
"gripper"
]
}
},
"task_id": {
"dtype": "int16",
"shape": [
1
],
"names": null
},
"timestamp": {
"dtype": "float32",
"shape": [
1
],
"names": null
},
"frame_index": {
"dtype": "int64",
"shape": [
1
],
"names": null
},
"episode_index": {
"dtype": "int64",
"shape": [
1
],
"names": null
},
"index": {
"dtype": "int64",
"shape": [
1
],
"names": null
},
"task_index": {
"dtype": "int64",
"shape": [
1
],
"names": null
}
}
}
Citation
BibTeX:
[More Information Needed]
- Downloads last month
- 46