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timestamp
int64
1,720B
1,738B
trajectory
stringclasses
239 values
frame
int64
0
25.2k
caption
stringlengths
1
325
box_x
int64
0
947
box_y
int64
0
565
box_w
int64
4
958
box_h
int64
5
599
1,719,934,054,314
2024_07_02__15_27_22
50
people walking path trees sky
2
126
956
179
1,719,934,064,314
2024_07_02__15_27_22
100
white car parked near trees
29
415
72
51
1,719,934,074,313
2024_07_02__15_27_22
150
man, shirt, pants, path, trees, building
183
244
84
79
1,719,934,114,412
2024_07_02__15_27_22
350
people walking path store
336
268
16
30
1,719,934,124,411
2024_07_02__15_27_22
400
easel, canvas, store, blue wall, red heart sign
765
423
193
82
1,719,934,144,410
2024_07_02__15_27_22
500
tower
682
180
11
64
1,719,934,154,410
2024_07_02__15_27_22
550
A: man wearing blue polo shirt walking on paved path
290
250
51
51
1,719,934,204,408
2024_07_02__15_27_22
800
archway
466
3
86
260
1,719,934,214,407
2024_07_02__15_27_22
850
monument with columns and arched entrance
408
1
142
294
1,719,934,224,407
2024_07_02__15_27_22
900
archway
210
0
636
349
1,719,934,234,406
2024_07_02__15_27_22
950
monument
534
0
210
323
1,719,934,244,406
2024_07_02__15_27_22
1,000
woman in red dress
579
245
40
74
1,719,934,264,405
2024_07_02__15_27_22
1,100
people walking path buildings
465
255
19
57
1,719,934,284,404
2024_07_02__15_27_22
1,200
people building facade columns wall sky
464
168
14
63
1,719,934,294,404
2024_07_02__15_27_22
1,250
playground structure with yellow arch, brown poles, and brown platform.
423
259
22
66
1,719,934,324,402
2024_07_02__15_27_22
1,400
playground structure with yellow arch, brown poles, brown platform
440
267
46
117
1,719,934,344,401
2024_07_02__15_27_22
1,500
playground structure with yellow arch, brown poles, brown platform
721
275
50
73
1,719,934,374,400
2024_07_02__15_27_22
1,650
people walking path tree building
315
225
174
109
1,719,934,384,399
2024_07_02__15_27_22
1,700
people walking path
427
274
24
68
1,719,934,394,399
2024_07_02__15_27_22
1,750
pedestrian bridge with metal framework and red pillars.
117
0
841
171
1,719,934,454,396
2024_07_02__15_27_22
2,050
white car parked near trees
861
173
98
293
1,719,934,464,396
2024_07_02__15_27_22
2,100
people walking path trees
794
216
95
237
1,719,934,474,395
2024_07_02__15_27_22
2,150
people walking path backpack
797
224
96
259
1,719,934,484,395
2024_07_02__15_27_22
2,200
Woman walking on path.
275
239
73
197
1,719,934,504,394
2024_07_02__15_27_22
2,300
person, blue shirt, white hat.
344
248
33
84
1,719,934,514,394
2024_07_02__15_27_22
2,350
woman, dress, path, people
381
254
52
101
1,719,934,534,393
2024_07_02__15_27_22
2,450
person with backpack
463
246
59
159
1,720,000,710,248
2024_07_03__09_58_27
0
car parked trees
317
369
350
229
1,720,000,720,241
2024_07_03__09_58_27
50
car parked trees
231
360
377
238
1,720,000,740,240
2024_07_03__09_58_27
150
two-lane road, bike lane
502
351
266
248
1,720,000,750,240
2024_07_03__09_58_27
200
fence, path, building, heart-shaped sign, grass, trees
1
356
530
219
1,720,000,760,239
2024_07_03__09_58_27
250
fence, building, heart-shaped sign
1
373
508
225
1,720,000,770,239
2024_07_03__09_58_27
300
fence, guardrail, building, tiles, flowers
1
362
462
236
1,720,000,780,238
2024_07_03__09_58_27
350
Pathway, brick surface, metal fence, building, blue wall, red heart sign.
1
333
469
233
1,720,000,790,238
2024_07_03__09_58_27
400
fence, barrier, path, building, sign, grass, trees
1
348
514
246
1,720,000,800,237
2024_07_03__09_58_27
450
multi-lane road, bike path, sidewalk with brick pattern
354
356
604
241
1,720,000,810,237
2024_07_03__09_58_27
500
two-lane road with bike path
458
323
500
274
1,720,000,820,237
2024_07_03__09_58_27
550
apartment buildings
393
222
63
151
1,720,000,830,236
2024_07_03__09_58_27
600
apartment building
437
278
23
91
1,720,000,840,236
2024_07_03__09_58_27
650
apartment building
459
258
30
100
1,720,000,860,235
2024_07_03__09_58_27
750
metal guardrail
1
331
500
266
1,720,000,880,234
2024_07_03__09_58_27
850
building balconies windows
356
180
122
184
1,720,000,890,233
2024_07_03__09_58_27
900
multi-story building, street sign, fence
336
143
134
213
1,720,000,900,233
2024_07_03__09_58_27
950
multi-story building with white facade and brown window frames
254
115
205
265
1,720,000,910,233
2024_07_03__09_58_27
1,000
white car parked near trees
320
385
93
38
1,720,000,920,232
2024_07_03__09_58_27
1,050
fence
1
357
501
241
1,720,000,930,232
2024_07_03__09_58_27
1,100
Building.
345
158
123
202
1,720,000,940,231
2024_07_03__09_58_27
1,150
two-lane road with white lines and grassy verge.
516
348
441
248
1,720,000,950,231
2024_07_03__09_58_27
1,200
two-lane road with white lines and sidewalk
531
359
427
239
1,720,000,970,230
2024_07_03__09_58_27
1,300
Pathway, brick, grass, flowers, fence, building, roof.
1
352
455
246
1,720,000,980,229
2024_07_03__09_58_27
1,350
multi-story residential building with balconies and large windows.
251
128
193
256
1,720,000,990,229
2024_07_03__09_58_27
1,400
two-lane road with white dashed line
284
348
673
249
1,720,001,000,228
2024_07_03__09_58_27
1,450
traffic sign: blue circle with white cross
517
275
19
21
1,720,001,030,227
2024_07_03__09_58_27
1,600
building
382
300
53
51
1,720,001,040,227
2024_07_03__09_58_27
1,650
paved path, red and white stripes, green fence, yellow flowers, blue building, red heart sign.
106
328
852
270
1,720,001,050,226
2024_07_03__09_58_27
1,700
pathway, fence, paving stones
320
350
283
248
1,720,001,060,226
2024_07_03__09_58_27
1,750
Two-lane road with white dashed line. Grassy verge with greenery. Asphalt road.
502
343
456
254
1,720,001,070,225
2024_07_03__09_58_27
1,800
two-lane road, bike lane, sidewalk.
476
341
482
257
1,720,001,080,225
2024_07_03__09_58_27
1,850
white car parked near trees
529
330
17
16
1,720,001,100,224
2024_07_03__09_58_27
1,950
pole with red and white sign
561
290
16
15
1,720,001,110,223
2024_07_03__09_58_27
2,000
two-lane road, bike lane, sidewalk
535
310
423
287
1,720,001,130,223
2024_07_03__09_58_27
2,100
two-lane road, bike lane, brick path
540
330
418
267
1,720,001,140,222
2024_07_03__09_58_27
2,150
two-lane road, white dashed line, red brick pathway
527
335
431
262
1,720,001,150,222
2024_07_03__09_58_27
2,200
paved path, white dashed line, rusted metal cover, grassy area
500
316
458
280
1,720,001,160,221
2024_07_03__09_58_27
2,250
two-lane road, sidewalk, grassy area
506
323
452
273
1,720,001,170,221
2024_07_03__09_58_27
2,300
road, white line, grass, weeds, sidewalk, brick, yellow vehicle
538
329
420
268
1,720,001,180,220
2024_07_03__09_58_27
2,350
two-lane road, white dashed line, red brick pathway, yellow vehicle
513
336
445
261
1,720,001,190,220
2024_07_03__09_58_27
2,400
Pathway with brick pattern, metal fence, grassy area.
271
340
335
259
1,720,001,200,219
2024_07_03__09_58_27
2,450
paved path with brick texture
351
333
344
265
1,720,001,210,219
2024_07_03__09_58_27
2,500
paved path, brick texture, grass, road
1
345
509
253
1,720,001,220,219
2024_07_03__09_58_27
2,550
paved path, white dashed line, grass, brick sidewalk
503
375
317
224
1,720,001,240,218
2024_07_03__09_58_27
2,650
paved path, grass, white flowers
1
342
740
256
1,720,001,250,217
2024_07_03__09_58_27
2,700
winding brick path
1
329
680
270
1,720,001,260,217
2024_07_03__09_58_27
2,750
winding path, rectangular bricks, yellow flowers, city skyline
1
298
761
300
1,720,001,290,215
2024_07_03__09_58_27
2,900
paved pathway with brick texture bordered by grass
295
357
663
240
1,720,001,310,214
2024_07_03__09_58_27
3,000
white signpost with circular sign
628
133
60
369
1,720,001,341,613
2024_07_03__09_58_27
3,157
paved path bordered by grass
278
328
417
270
1,720,001,351,613
2024_07_03__09_58_27
3,207
rusted metal cover in brick pathway
240
359
363
238
1,720,001,361,612
2024_07_03__09_58_27
3,257
winding brick path with red border
288
357
346
241
1,720,001,371,612
2024_07_03__09_58_27
3,307
paved path, brick texture, grass, road, flowers
1
344
680
254
1,720,001,381,611
2024_07_03__09_58_27
3,357
paved path, grassy verge, white line, green grass
572
377
226
222
1,720,001,404,810
2024_07_03__09_58_27
3,473
paved path, grassy verge, crosswalk, sidewalk
458
402
364
197
1,720,001,424,809
2024_07_03__09_58_27
3,573
paved path with brick texture bordered by grass
123
342
834
256
1,720,001,434,809
2024_07_03__09_58_27
3,623
paved path, brick border, grassy area, white flowers, two-lane road, white line, field, trees, building
512
349
447
249
1,720,001,444,808
2024_07_03__09_58_27
3,673
paved path, brick border, grassy area, white flowers, asphalt road, white line, trees
517
331
441
266
1,720,001,454,808
2024_07_03__09_58_27
3,723
gray pathway, white dashed line, green grass, red brick path, white post
516
339
443
259
1,720,001,464,807
2024_07_03__09_58_27
3,773
pathway, manhole cover, flowers, buildings
1
335
490
263
1,720,001,474,807
2024_07_03__09_58_27
3,823
two-lane road, paved path, asphalt road, grassy areas
514
340
444
258
1,720,001,508,606
2024_07_03__09_58_27
3,992
paved path with brick texture bordered by grass
226
362
415
236
1,720,001,538,604
2024_07_03__09_58_27
4,142
paved path, grassy verge, road, sidewalk.
528
356
430
241
1,720,001,548,604
2024_07_03__09_58_27
4,192
paved path, grassy verge, red crosswalk, road
519
381
267
218
1,720,001,558,603
2024_07_03__09_58_27
4,242
yellow triangular pedestrian sign on grey pole
311
83
35
170
1,720,001,568,603
2024_07_03__09_58_27
4,292
road intersection, crosswalk, sidewalk, grassy area, traffic signs
872
186
52
228
1,720,001,578,602
2024_07_03__09_58_27
4,342
traffic sign
337
126
61
78
1,720,001,588,602
2024_07_03__09_58_27
4,392
paved path with red border
497
324
462
274
1,720,001,598,601
2024_07_03__09_58_27
4,442
paved pathway, brick texture, grass, road, lane markings, buildings
152
367
518
231
1,720,001,608,601
2024_07_03__09_58_27
4,492
white car parked near trees
519
373
10
9
1,720,001,618,600
2024_07_03__09_58_27
4,542
paved pathway, brick texture, grass, road, lane markings, cars
4
338
626
259
1,720,001,628,600
2024_07_03__09_58_27
4,592
paved pathway, brick texture, grass, road
3
330
653
267
1,720,001,638,600
2024_07_03__09_58_27
4,642
paved pathway with a brick pattern.
4
330
705
267
End of preview. Expand in Data Studio

EgoWalk Trajectories

This is the extracted version of the EgoWalk dataset, obtained from the raw one. Please check the API for this dataset for the basic usage.

Data format

The data is mainly organized in following directories:

  • data: includes csv with the main per-frame annotations - video name, frame index, UTC timestamp, camera pose (may be null due to odometry failures, see next sections)
  • video: includes video files that are referenced in data. Lossy encoding is used for RGB channel, lossless - is for Depth channel.
  • annotations: includes language goal annotations for the selected frames. We release to versions of annotations: normal - the main version, and brief - the version with slightly more brief sentences.
  • meta: includes additional metadata, namely, approximate camera heights, camera params, list of trajectories, etc.

Notes on the odometry

ZED SDK was used to calculate the odometry from the raw data. This odometry is still imperfect, and sometimes may result in odometry failures of two kinds:

  • nulls: odometry method failed to compute the pose at this particular timestamp
  • Reinitialization: due two large amount of sequential failures odometry was re-initialized in the middle of trajectory, and re-initialized pose starts in zero. API includes some mechanisms to process such cases, such as cutters.
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