Hugging Face's logo

Datasets:
PLB
/
tpc-live-2

Tasks:
Robotics
Modalities:
Video
Size:
< 1K
Tags:
phosphobot
so100
phospho-dk
Libraries:
Datasets
Dataset card Data Studio Files
xet
Community
PLB commited on
Commit
7613e02
·
verified ·
1 Parent(s): 78be380

Upload folder using huggingface_hub

Browse files
Files changed (8) hide show
  1. README.md +15 -0
  2. data/chunk-000/episode_000000.parquet +3 -0
  3. meta/episodes.jsonl +1 -0
  4. meta/info.json +121 -0
  5. meta/stats.json +371 -0
  6. meta/tasks.jsonl +1 -0
  7. videos/chunk-000/observation.images.main/episode_000000.mp4 +3 -0
  8. videos/chunk-000/observation.images.secondary_0/episode_000000.mp4 +3 -0
README.md ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+
2
+ ---
3
+ tags:
4
+ - phosphobot
5
+ - so100
6
+ - phospho-dk
7
+ task_categories:
8
+ - robotics
9
+ ---
10
+
11
+ # tpc-live-2
12
+
13
+ **This dataset was generated using a [phospho starter pack](https://robots.phospho.ai).**
14
+
15
+ This dataset contains a series of episodes recorded with a robot and multiple cameras. It can be directly used to train a policy using imitation learning. It's compatible with LeRobot and RLDS.
data/chunk-000/episode_000000.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c108e360d1bdb2fb9f7ef466f269bd5b625046ca731ad9fb86e2048e85193138
3
+ size 17018
meta/episodes.jsonl ADDED
@@ -0,0 +1 @@
 
 
1
+ {"episode_index":0,"tasks":["Pick up the red lego brick from table and place it into the black container."],"length":207}
meta/info.json ADDED
@@ -0,0 +1,121 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "robot_type": "so-100",
3
+ "codebase_version": "v2.0",
4
+ "total_episodes": 1,
5
+ "total_frames": 207,
6
+ "total_tasks": 1,
7
+ "total_videos": 2,
8
+ "total_chunks": 1,
9
+ "chunks_size": 1000,
10
+ "fps": 30,
11
+ "splits": {
12
+ "train": "0:1"
13
+ },
14
+ "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
15
+ "video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4",
16
+ "features": {
17
+ "action": {
18
+ "dtype": "float32",
19
+ "shape": [
20
+ 6
21
+ ],
22
+ "names": [
23
+ "motor_1",
24
+ "motor_2",
25
+ "motor_3",
26
+ "motor_4",
27
+ "motor_5",
28
+ "motor_6"
29
+ ]
30
+ },
31
+ "observation.state": {
32
+ "dtype": "float32",
33
+ "shape": [
34
+ 6
35
+ ],
36
+ "names": [
37
+ "motor_1",
38
+ "motor_2",
39
+ "motor_3",
40
+ "motor_4",
41
+ "motor_5",
42
+ "motor_6"
43
+ ]
44
+ },
45
+ "timestamp": {
46
+ "dtype": "float32",
47
+ "shape": [
48
+ 1
49
+ ],
50
+ "names": null
51
+ },
52
+ "episode_index": {
53
+ "dtype": "int64",
54
+ "shape": [
55
+ 1
56
+ ],
57
+ "names": null
58
+ },
59
+ "frame_index": {
60
+ "dtype": "int64",
61
+ "shape": [
62
+ 1
63
+ ],
64
+ "names": null
65
+ },
66
+ "task_index": {
67
+ "dtype": "int64",
68
+ "shape": [
69
+ 1
70
+ ],
71
+ "names": null
72
+ },
73
+ "index": {
74
+ "dtype": "int64",
75
+ "shape": [
76
+ 1
77
+ ],
78
+ "names": null
79
+ },
80
+ "observation.images.main": {
81
+ "dtype": "video",
82
+ "shape": [
83
+ 240,
84
+ 320,
85
+ 3
86
+ ],
87
+ "names": [
88
+ "height",
89
+ "width",
90
+ "channel"
91
+ ],
92
+ "info": {
93
+ "video.fps": 30,
94
+ "video.codec": "mp4v",
95
+ "video.pix_fmt": "yuv420p",
96
+ "video.is_depth_map": false,
97
+ "has_audio": false
98
+ }
99
+ },
100
+ "observation.images.secondary_0": {
101
+ "dtype": "video",
102
+ "shape": [
103
+ 240,
104
+ 320,
105
+ 3
106
+ ],
107
+ "names": [
108
+ "height",
109
+ "width",
110
+ "channel"
111
+ ],
112
+ "info": {
113
+ "video.fps": 30,
114
+ "video.codec": "mp4v",
115
+ "video.pix_fmt": "yuv420p",
116
+ "video.is_depth_map": false,
117
+ "has_audio": false
118
+ }
119
+ }
120
+ }
121
+ }
meta/stats.json ADDED
@@ -0,0 +1,371 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "observation.state": {
3
+ "max": [
4
+ 0.5001998559561771,
5
+ 0.19486313406881745,
6
+ 0.9850561580486678,
7
+ 0.7410936516160538,
8
+ 0.3575048050238934,
9
+ 2.2017999794390004
10
+ ],
11
+ "min": [
12
+ -0.5186121205926008,
13
+ -0.4418943512741687,
14
+ 0.05677114929563973,
15
+ -0.2332220187280335,
16
+ -0.08285519086390664,
17
+ 0.15343553863686413
18
+ ],
19
+ "mean": [
20
+ 0.06704465927393438,
21
+ -0.06216733635494587,
22
+ 0.5355789779809977,
23
+ 0.17722175329800896,
24
+ 0.0943072636752088,
25
+ 1.2095538468745002
26
+ ],
27
+ "std": [
28
+ 0.379672987367324,
29
+ 0.1767999578708152,
30
+ 0.301275579107882,
31
+ 0.32702042553983585,
32
+ 0.15362116038271564,
33
+ 0.9734154751354275
34
+ ],
35
+ "sum": [
36
+ 13.878244469704418,
37
+ -12.868638625473794,
38
+ 110.86484844206653,
39
+ 36.684902932687855,
40
+ 19.52160358076822,
41
+ 250.37764630302152
42
+ ],
43
+ "square_sum": [
44
+ 30.769838680432333,
45
+ 7.270461582206338,
46
+ 78.16564595794566,
47
+ 28.638431072391064,
48
+ 6.7261174261421415,
49
+ 498.9855465144606
50
+ ],
51
+ "count": 207
52
+ },
53
+ "action": {
54
+ "max": [
55
+ 0.5001998559561771,
56
+ 0.19486313406881745,
57
+ 0.9850561580486678,
58
+ 0.7410936516160538,
59
+ 0.3575048050238934,
60
+ 2.2017999794390004
61
+ ],
62
+ "min": [
63
+ -0.5186121205926008,
64
+ -0.4418943512741687,
65
+ 0.05677114929563973,
66
+ -0.2332220187280335,
67
+ -0.08285519086390664,
68
+ 0.15343553863686413
69
+ ],
70
+ "mean": [
71
+ 0.06704465927393438,
72
+ -0.06216733635494587,
73
+ 0.5355789779809977,
74
+ 0.17722175329800896,
75
+ 0.0943072636752088,
76
+ 1.2095538468745002
77
+ ],
78
+ "std": [
79
+ 0.379672987367324,
80
+ 0.1767999578708152,
81
+ 0.301275579107882,
82
+ 0.32702042553983585,
83
+ 0.15362116038271564,
84
+ 0.9734154751354275
85
+ ],
86
+ "sum": [
87
+ 13.878244469704418,
88
+ -12.868638625473794,
89
+ 110.86484844206653,
90
+ 36.684902932687855,
91
+ 19.52160358076822,
92
+ 250.37764630302152
93
+ ],
94
+ "square_sum": [
95
+ 30.769838680432333,
96
+ 7.270461582206338,
97
+ 78.16564595794566,
98
+ 28.638431072391064,
99
+ 6.7261174261421415,
100
+ 498.9855465144606
101
+ ],
102
+ "count": 207
103
+ },
104
+ "timestamp": {
105
+ "max": [
106
+ 7.124285792000592
107
+ ],
108
+ "min": [
109
+ 0.015695624984800816
110
+ ],
111
+ "mean": [
112
+ 3.5683545929597407
113
+ ],
114
+ "std": [
115
+ 2.058525420001272
116
+ ],
117
+ "sum": [
118
+ 738.6494007426663
119
+ ],
120
+ "square_sum": [
121
+ 3512.9310510188757
122
+ ],
123
+ "count": 207
124
+ },
125
+ "frame_index": {
126
+ "max": [
127
+ 206
128
+ ],
129
+ "min": [
130
+ 0
131
+ ],
132
+ "mean": [
133
+ 103.0
134
+ ],
135
+ "std": [
136
+ 59.75505557412416
137
+ ],
138
+ "sum": [
139
+ 21321
140
+ ],
141
+ "square_sum": [
142
+ 2935191
143
+ ],
144
+ "count": 207
145
+ },
146
+ "episode_index": {
147
+ "max": [
148
+ 0
149
+ ],
150
+ "min": [
151
+ 0
152
+ ],
153
+ "mean": [
154
+ 0.0
155
+ ],
156
+ "std": [
157
+ 0.0
158
+ ],
159
+ "sum": [
160
+ 0
161
+ ],
162
+ "square_sum": [
163
+ 0
164
+ ],
165
+ "count": 207
166
+ },
167
+ "index": {
168
+ "max": [
169
+ 206
170
+ ],
171
+ "min": [
172
+ 0
173
+ ],
174
+ "mean": [
175
+ 103.0
176
+ ],
177
+ "std": [
178
+ 59.75505557412416
179
+ ],
180
+ "sum": [
181
+ 21321
182
+ ],
183
+ "square_sum": [
184
+ 2935191
185
+ ],
186
+ "count": 207
187
+ },
188
+ "task_index": {
189
+ "max": [
190
+ 0
191
+ ],
192
+ "min": [
193
+ 0
194
+ ],
195
+ "mean": [
196
+ 0.0
197
+ ],
198
+ "std": [
199
+ 0.0
200
+ ],
201
+ "sum": [
202
+ 0
203
+ ],
204
+ "square_sum": [
205
+ 0
206
+ ],
207
+ "count": 207
208
+ },
209
+ "observation.images.main": {
210
+ "max": [
211
+ [
212
+ [
213
+ 1.0
214
+ ]
215
+ ],
216
+ [
217
+ [
218
+ 1.0
219
+ ]
220
+ ],
221
+ [
222
+ [
223
+ 1.0
224
+ ]
225
+ ]
226
+ ],
227
+ "min": [
228
+ [
229
+ [
230
+ 0.0
231
+ ]
232
+ ],
233
+ [
234
+ [
235
+ 0.0
236
+ ]
237
+ ],
238
+ [
239
+ [
240
+ 0.0
241
+ ]
242
+ ]
243
+ ],
244
+ "mean": [
245
+ [
246
+ [
247
+ 0.502453625202179
248
+ ]
249
+ ],
250
+ [
251
+ [
252
+ 0.49739503860473633
253
+ ]
254
+ ],
255
+ [
256
+ [
257
+ 0.38058048486709595
258
+ ]
259
+ ]
260
+ ],
261
+ "std": [
262
+ [
263
+ [
264
+ 0.19866394996643066
265
+ ]
266
+ ],
267
+ [
268
+ [
269
+ 0.2086045891046524
270
+ ]
271
+ ],
272
+ [
273
+ [
274
+ 0.16128195822238922
275
+ ]
276
+ ]
277
+ ],
278
+ "sum": [
279
+ 7987807.0,
280
+ 7907387.5,
281
+ 6050316.5
282
+ ],
283
+ "square_sum": [
284
+ 4640939.0,
285
+ 4624893.0,
286
+ 2716158.75
287
+ ],
288
+ "count": 15897600
289
+ },
290
+ "observation.images.secondary_0": {
291
+ "max": [
292
+ [
293
+ [
294
+ 1.0
295
+ ]
296
+ ],
297
+ [
298
+ [
299
+ 0.9098039269447327
300
+ ]
301
+ ],
302
+ [
303
+ [
304
+ 0.8352941274642944
305
+ ]
306
+ ]
307
+ ],
308
+ "min": [
309
+ [
310
+ [
311
+ 0.0
312
+ ]
313
+ ],
314
+ [
315
+ [
316
+ 0.0
317
+ ]
318
+ ],
319
+ [
320
+ [
321
+ 0.0
322
+ ]
323
+ ]
324
+ ],
325
+ "mean": [
326
+ [
327
+ [
328
+ 0.5083630681037903
329
+ ]
330
+ ],
331
+ [
332
+ [
333
+ 0.4632053077220917
334
+ ]
335
+ ],
336
+ [
337
+ [
338
+ 0.4089185893535614
339
+ ]
340
+ ]
341
+ ],
342
+ "std": [
343
+ [
344
+ [
345
+ 0.25506719946861267
346
+ ]
347
+ ],
348
+ [
349
+ [
350
+ 0.23528212308883667
351
+ ]
352
+ ],
353
+ [
354
+ [
355
+ 0.22776295244693756
356
+ ]
357
+ ]
358
+ ],
359
+ "sum": [
360
+ 8081753.0,
361
+ 7363852.5,
362
+ 6500824.0
363
+ ],
364
+ "square_sum": [
365
+ 5142751.0,
366
+ 4291030.0,
367
+ 3483011.0
368
+ ],
369
+ "count": 15897600
370
+ }
371
+ }
meta/tasks.jsonl ADDED
@@ -0,0 +1 @@
 
 
1
+ {"task_index":0,"task":"Pick up the red lego brick from table and place it into the black container."}
videos/chunk-000/observation.images.main/episode_000000.mp4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:23c0590328e17f71d4e7253125a77bc238b1d82745f4f135fbab4e59cbc21a3b
3
+ size 598008
videos/chunk-000/observation.images.secondary_0/episode_000000.mp4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:90420d074223447de160bdb4e00eb7c8e4df839c36bfabfc3cc6c099ae929b6d
3
+ size 504540