Search is not available for this dataset
rect_id
int64 | z_min
int32 | z_max
int32 | min_x
float32 | min_y
float32 | max_x
float32 | max_y
float32 | type
int8 | rank
int16 | score
float32 | category_id
int16 | iscrowd
int8 | coco_ann_id
int64 | coco_image_id
int32 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0
| 0
| 1
| 1.08
| 187.690002
| 612.670044
| 473.529999
| 0
| 0
| 1
| 51
| 0
| 1,038,967
| 9
|
1
| 0
| 1
| 311.730011
| 4.31
| 631.01001
| 232.98999
| 0
| 0
| 1
| 51
| 0
| 1,039,564
| 9
|
2
| 0
| 1
| 249.600006
| 229.270004
| 565.839966
| 474.350006
| 0
| 0
| 1
| 56
| 0
| 1,058,555
| 9
|
3
| 0
| 1
| 0
| 13.51
| 434.480011
| 388.630005
| 0
| 0
| 1
| 51
| 0
| 1,534,147
| 9
|
4
| 0
| 1
| 376.200012
| 40.360001
| 451.75
| 86.889999
| 0
| 0
| 1
| 55
| 0
| 1,913,551
| 9
|
5
| 0
| 1
| 465.779999
| 38.970001
| 523.849976
| 85.639999
| 0
| 0
| 1
| 55
| 0
| 1,913,746
| 9
|
6
| 0
| 1
| 385.700012
| 73.660004
| 469.720001
| 144.170013
| 0
| 0
| 1
| 55
| 0
| 1,913,856
| 9
|
7
| 0
| 1
| 364.049988
| 2.49
| 458.809998
| 73.559998
| 0
| 0
| 1
| 55
| 0
| 1,914,001
| 9
|
10,000
| 0
| 1
| 86.360596
| 184.806122
| 554.727234
| 466.758301
| 1
| 1
| 0.999969
| -1
| 0
| -1
| 9
|
10,001
| 0
| 1
| 31.002903
| 186.396133
| 492.845612
| 444.659821
| 1
| 2
| 0.999963
| -1
| 0
| -1
| 9
|
10,002
| 0
| 1
| 95.041168
| 159.695007
| 544.173462
| 476.563354
| 1
| 3
| 0.999953
| -1
| 0
| -1
| 9
|
10,003
| 0
| 1
| 0
| 172.520142
| 486.019257
| 453.513672
| 1
| 4
| 0.999952
| -1
| 0
| -1
| 9
|
10,004
| 0
| 1
| 346.358368
| 4.671085
| 603.621521
| 249.241379
| 1
| 5
| 0.999944
| -1
| 0
| -1
| 9
|
10,005
| 0
| 1
| 0
| 180.414734
| 485.297455
| 476.36972
| 1
| 6
| 0.99994
| -1
| 0
| -1
| 9
|
10,006
| 0
| 1
| 248.359879
| 218.943497
| 586.757813
| 469.009125
| 1
| 7
| 0.999939
| -1
| 0
| -1
| 9
|
10,007
| 0
| 1
| 264.414246
| 229.823608
| 580.766541
| 477.824432
| 1
| 8
| 0.999938
| -1
| 0
| -1
| 9
|
10,008
| 0
| 1
| 20.313946
| 167.831802
| 500.782135
| 473.11557
| 1
| 9
| 0.999936
| -1
| 0
| -1
| 9
|
10,009
| 0
| 1
| 155.980988
| 0
| 640
| 375.642792
| 1
| 10
| 0.99993
| -1
| 0
| -1
| 9
|
10,010
| 0
| 1
| 2.521636
| 141.826523
| 527.98999
| 442.050629
| 1
| 11
| 0.999925
| -1
| 0
| -1
| 9
|
10,011
| 0
| 1
| 38.296261
| 141.526855
| 560.191101
| 448.783966
| 1
| 12
| 0.999923
| -1
| 0
| -1
| 9
|
10,012
| 0
| 1
| 4.332304
| 98.148705
| 260.472198
| 321.546722
| 1
| 13
| 0.99992
| -1
| 0
| -1
| 9
|
10,013
| 0
| 1
| 292.300293
| 225.750931
| 581.086121
| 480
| 1
| 14
| 0.999918
| -1
| 0
| -1
| 9
|
10,014
| 0
| 1
| 268.966797
| 0
| 640
| 275.734558
| 1
| 15
| 0.999914
| -1
| 0
| -1
| 9
|
10,015
| 0
| 1
| 232.065735
| 0
| 640
| 356.366699
| 1
| 16
| 0.999906
| -1
| 0
| -1
| 9
|
10,016
| 0
| 1
| 252.258118
| 236.501907
| 587.211914
| 479.963043
| 1
| 17
| 0.999904
| -1
| 0
| -1
| 9
|
10,017
| 0
| 1
| 271.40271
| 0
| 640
| 280.936432
| 1
| 18
| 0.999894
| -1
| 0
| -1
| 9
|
10,018
| 0
| 1
| 346.899017
| 0
| 608.224731
| 233.506775
| 1
| 19
| 0.99989
| -1
| 0
| -1
| 9
|
10,019
| 0
| 1
| 229.430389
| 228.894943
| 600.049072
| 473.120667
| 1
| 20
| 0.999876
| -1
| 0
| -1
| 9
|
10,020
| 0
| 1
| 271.598206
| 0
| 640
| 409.600952
| 1
| 21
| 0.999875
| -1
| 0
| -1
| 9
|
10,021
| 0
| 1
| 348.831543
| 0
| 616.762817
| 252.86496
| 1
| 22
| 0.99987
| -1
| 0
| -1
| 9
|
10,022
| 0
| 1
| 265.610016
| 196.629684
| 608.408447
| 472.511322
| 1
| 23
| 0.999864
| -1
| 0
| -1
| 9
|
10,023
| 0
| 1
| 0
| 59.00919
| 329.139191
| 338.534546
| 1
| 24
| 0.999856
| -1
| 0
| -1
| 9
|
10,024
| 0
| 1
| 1.978679
| 91.938972
| 270.332275
| 339.582733
| 1
| 25
| 0.999856
| -1
| 0
| -1
| 9
|
10,025
| 0
| 1
| 0
| 154.324356
| 483.832458
| 480
| 1
| 26
| 0.999835
| -1
| 0
| -1
| 9
|
10,026
| 0
| 1
| 338.511505
| 230.144318
| 604.83136
| 480
| 1
| 27
| 0.999829
| -1
| 0
| -1
| 9
|
10,027
| 0
| 1
| 0
| 173.930725
| 461.327393
| 480
| 1
| 28
| 0.999822
| -1
| 0
| -1
| 9
|
10,028
| 0
| 1
| 0
| 73.638107
| 318.475433
| 328.748962
| 1
| 29
| 0.999821
| -1
| 0
| -1
| 9
|
10,029
| 0
| 1
| 193.988602
| 221.169876
| 571.766785
| 475.668762
| 1
| 30
| 0.999812
| -1
| 0
| -1
| 9
|
10,030
| 0
| 1
| 201.025497
| 42.584675
| 376.853027
| 219.436859
| 1
| 31
| 0.999783
| -1
| 0
| -1
| 9
|
10,031
| 0
| 1
| 225.342819
| 206.654831
| 633.905151
| 480
| 1
| 32
| 0.999771
| -1
| 0
| -1
| 9
|
10,032
| 0
| 1
| 128.581787
| 143.428604
| 605.515564
| 443.864471
| 1
| 33
| 0.999768
| -1
| 0
| -1
| 9
|
10,033
| 0
| 1
| 316.667358
| 5.003971
| 640
| 307.388092
| 1
| 34
| 0.999764
| -1
| 0
| -1
| 9
|
10,034
| 0
| 1
| 188.946152
| 29.400806
| 380.693237
| 216.953918
| 1
| 35
| 0.999755
| -1
| 0
| -1
| 9
|
10,035
| 0
| 1
| 208.362045
| 210.946991
| 559.183044
| 475.214783
| 1
| 36
| 0.999749
| -1
| 0
| -1
| 9
|
10,036
| 0
| 1
| 20.514202
| 185.147507
| 436.494354
| 480
| 1
| 37
| 0.999726
| -1
| 0
| -1
| 9
|
10,037
| 0
| 1
| 241.569382
| 219.785126
| 612.627136
| 476.324463
| 1
| 38
| 0.999718
| -1
| 0
| -1
| 9
|
10,038
| 0
| 1
| 274.32132
| 237.460403
| 569.033813
| 474.707245
| 1
| 39
| 0.99971
| -1
| 0
| -1
| 9
|
10,039
| 0
| 1
| 0
| 70.040062
| 272.797882
| 367.763184
| 1
| 40
| 0.999642
| -1
| 0
| -1
| 9
|
10,040
| 0
| 1
| 0
| 146.731262
| 492.045532
| 480
| 1
| 41
| 0.999633
| -1
| 0
| -1
| 9
|
10,041
| 0
| 1
| 0
| 275.111115
| 394.147736
| 480
| 1
| 42
| 0.999617
| -1
| 0
| -1
| 9
|
10,042
| 0
| 1
| 136.356339
| 3.715823
| 412.192383
| 278.792267
| 1
| 43
| 0.999617
| -1
| 0
| -1
| 9
|
10,043
| 0
| 1
| 300.093048
| 187.436813
| 630.479797
| 471.613281
| 1
| 44
| 0.999612
| -1
| 0
| -1
| 9
|
10,044
| 0
| 1
| 145.398987
| 15.33014
| 394.695404
| 269.184784
| 1
| 45
| 0.999608
| -1
| 0
| -1
| 9
|
10,045
| 0
| 1
| 0
| 187.68959
| 402.931274
| 480
| 1
| 46
| 0.999589
| -1
| 0
| -1
| 9
|
10,046
| 0
| 1
| 249.306503
| 230.388626
| 548.456299
| 480
| 1
| 47
| 0.999585
| -1
| 0
| -1
| 9
|
10,047
| 0
| 1
| 222.750931
| 238.25293
| 575.518738
| 480
| 1
| 48
| 0.999582
| -1
| 0
| -1
| 9
|
10,048
| 0
| 1
| 255.005737
| 243.326309
| 540.340393
| 477.571747
| 1
| 49
| 0.999578
| -1
| 0
| -1
| 9
|
10,049
| 0
| 1
| 67.318855
| 53.478809
| 489.388611
| 394.459808
| 1
| 50
| 0.999556
| -1
| 0
| -1
| 9
|
10,050
| 0
| 1
| 2.563875
| 110.841003
| 222.445816
| 305.50116
| 1
| 51
| 0.999552
| -1
| 0
| -1
| 9
|
10,051
| 0
| 1
| 0
| 125.795494
| 500.824646
| 443.129181
| 1
| 52
| 0.999536
| -1
| 0
| -1
| 9
|
10,052
| 0
| 1
| 0
| 104.252228
| 232.901276
| 311.322632
| 1
| 53
| 0.999529
| -1
| 0
| -1
| 9
|
10,053
| 0
| 1
| 285.166504
| 0
| 595.689575
| 282.39035
| 1
| 54
| 0.999513
| -1
| 0
| -1
| 9
|
10,054
| 0
| 1
| 110.951782
| 177.407104
| 554.720215
| 469.661377
| 1
| 55
| 0.999508
| -1
| 0
| -1
| 9
|
10,055
| 0
| 1
| 89.775421
| 130.442719
| 612.154358
| 458.39035
| 1
| 56
| 0.999506
| -1
| 0
| -1
| 9
|
10,056
| 0
| 1
| 22.370567
| 79.085014
| 530.326111
| 395.6492
| 1
| 57
| 0.999502
| -1
| 0
| -1
| 9
|
10,057
| 0
| 1
| 311.204468
| 10.089039
| 640
| 264.342377
| 1
| 58
| 0.999497
| -1
| 0
| -1
| 9
|
10,058
| 0
| 1
| 119.535843
| 0.877002
| 640
| 376.671997
| 1
| 59
| 0.999488
| -1
| 0
| -1
| 9
|
10,059
| 0
| 1
| 273.554932
| 13.887387
| 640
| 261.175171
| 1
| 60
| 0.99948
| -1
| 0
| -1
| 9
|
10,060
| 0
| 1
| 363.580902
| 33.831135
| 632.439819
| 273.795319
| 1
| 61
| 0.999457
| -1
| 0
| -1
| 9
|
10,061
| 0
| 1
| 1.961115
| 108.954536
| 221.04422
| 302.341553
| 1
| 62
| 0.999431
| -1
| 0
| -1
| 9
|
10,062
| 0
| 1
| 166.085327
| 129.423386
| 584.682617
| 450.499237
| 1
| 63
| 0.99943
| -1
| 0
| -1
| 9
|
10,063
| 0
| 1
| 166.156555
| 197.039108
| 497.41333
| 480
| 1
| 64
| 0.999421
| -1
| 0
| -1
| 9
|
10,064
| 0
| 1
| 7.842337
| 114.30101
| 524.705811
| 461.713562
| 1
| 65
| 0.999396
| -1
| 0
| -1
| 9
|
10,065
| 0
| 1
| 161.017639
| 153.639175
| 570.717834
| 480
| 1
| 66
| 0.999386
| -1
| 0
| -1
| 9
|
10,066
| 0
| 1
| 56.346451
| 49.408413
| 539.818481
| 422.485046
| 1
| 67
| 0.999381
| -1
| 0
| -1
| 9
|
10,067
| 0
| 1
| 176.513855
| 27.505089
| 377.306244
| 215.012115
| 1
| 68
| 0.999368
| -1
| 0
| -1
| 9
|
10,068
| 0
| 1
| 219.047623
| 0
| 623.527832
| 441.883911
| 1
| 69
| 0.999364
| -1
| 0
| -1
| 9
|
10,069
| 0
| 1
| 0
| 275.357208
| 382.483887
| 480
| 1
| 70
| 0.999336
| -1
| 0
| -1
| 9
|
10,070
| 0
| 1
| 0
| 81.530563
| 288.529205
| 353.80365
| 1
| 71
| 0.99931
| -1
| 0
| -1
| 9
|
10,071
| 0
| 1
| 116.277168
| 112.140259
| 585.736206
| 476.88913
| 1
| 72
| 0.99924
| -1
| 0
| -1
| 9
|
10,072
| 0
| 1
| 185.034073
| 36.359245
| 379.104614
| 224.227493
| 1
| 73
| 0.999231
| -1
| 0
| -1
| 9
|
10,073
| 0
| 1
| 93.891754
| 16.268684
| 620.093567
| 368.48938
| 1
| 74
| 0.99923
| -1
| 0
| -1
| 9
|
10,074
| 0
| 1
| 52.170769
| 111.452621
| 547.857483
| 469.879547
| 1
| 75
| 0.999228
| -1
| 0
| -1
| 9
|
10,075
| 0
| 1
| 288.698334
| 0
| 640
| 256.66095
| 1
| 76
| 0.999226
| -1
| 0
| -1
| 9
|
10,076
| 0
| 1
| 270.734772
| 202.081497
| 640
| 469.089355
| 1
| 77
| 0.9992
| -1
| 0
| -1
| 9
|
10,077
| 0
| 1
| 0
| 100.553749
| 443.705414
| 430.513336
| 1
| 78
| 0.999187
| -1
| 0
| -1
| 9
|
10,078
| 0
| 1
| 261.494904
| 0
| 635.861267
| 296.358307
| 1
| 79
| 0.999175
| -1
| 0
| -1
| 9
|
10,079
| 0
| 1
| 0
| 67.049622
| 504.382996
| 404.457947
| 1
| 80
| 0.999168
| -1
| 0
| -1
| 9
|
10,080
| 0
| 1
| 109.910675
| 33.328457
| 474.935577
| 414.95575
| 1
| 81
| 0.999164
| -1
| 0
| -1
| 9
|
10,081
| 0
| 1
| 134.412048
| 0
| 639.018799
| 397.852264
| 1
| 82
| 0.999156
| -1
| 0
| -1
| 9
|
10,082
| 0
| 1
| 0
| 46.687119
| 296.051727
| 385.413666
| 1
| 83
| 0.999154
| -1
| 0
| -1
| 9
|
10,083
| 0
| 1
| 108.61264
| 0
| 452.504608
| 296.547729
| 1
| 84
| 0.999154
| -1
| 0
| -1
| 9
|
10,084
| 0
| 1
| 265.717102
| 0
| 630.09375
| 362.01001
| 1
| 85
| 0.999142
| -1
| 0
| -1
| 9
|
10,085
| 0
| 1
| 101.26812
| 47.772858
| 640
| 442.693817
| 1
| 86
| 0.999119
| -1
| 0
| -1
| 9
|
10,086
| 0
| 1
| 82.029198
| 36.969086
| 616.028564
| 447.549988
| 1
| 87
| 0.999116
| -1
| 0
| -1
| 9
|
10,087
| 0
| 1
| 256.601227
| 246.715332
| 582.623108
| 465.304169
| 1
| 88
| 0.999115
| -1
| 0
| -1
| 9
|
10,088
| 0
| 1
| 131.222336
| 32.998829
| 640
| 456.655304
| 1
| 89
| 0.999106
| -1
| 0
| -1
| 9
|
10,089
| 0
| 1
| 4.207969
| 100.105797
| 270.80069
| 311.067993
| 1
| 90
| 0.999092
| -1
| 0
| -1
| 9
|
10,090
| 0
| 1
| 203.724731
| 42.384384
| 380.824524
| 217.909363
| 1
| 91
| 0.999091
| -1
| 0
| -1
| 9
|
10,091
| 0
| 1
| 264.028687
| 0
| 640
| 310.416992
| 1
| 92
| 0.999082
| -1
| 0
| -1
| 9
|
End of preview. Expand
in Data Studio
Inroduction
COCO-Spatial-Join-1B is a large-scale, deterministic spatial join benchmark constructed from the MS COCO 2017 detection annotations and RPN proposals produced by Detectron2 Faster R-CNN (ResNet-50-FPN). The benchmark is designed to stress-test spatial join systems under high-overlap workloads while providing an unambiguous geometric semantics.
All objects (ground-truth and proposals) are represented as axis-aligned half-open 3D boxes in a shared coordinate system. A global spatial join can be evaluated over the complete corpus, while the z-dimension construction yields a clean per-image decomposition when desired.
Dataset construction details and the reference builder are available at: https://github.com/DANNHIROAKI/COCO-Spatial-Join-1B-Builder
Example
Installation
pip install -U huggingface_hub
Download the Entire Dataset
hf download DannHiroaki/COCO-Spatial-Join-1.23B \
--repo-type dataset \
--local-dir ./COCO-Spatial-Join-1.23B
Download specific shards from train2017
hf download DannHiroaki/COCO-Spatial-Join-1.23B \
--repo-type dataset \
data/rects/train2017/shard-000000.parquet \
data/rects/train2017/shard-001024.parquet \
--local-dir ./COCO-Spatial-Join-rects-sample
Dry Run (Check size before downloading)
hf download DannHiroaki/COCO-Spatial-Join-1.23B --repo-type dataset --include "data/rects/val2017/*.parquet" --dry-run
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