image
imagewidth (px) 1.92k
1.92k
| split
stringclasses 4
values | width
int64 1.92k
1.92k
| height
int64 1.08k
1.08k
| bboxes
stringlengths 977
3.01k
| labels
stringlengths 119
364
| gaze_item
int64 1
24
| gazeIdx
int64 0
99
| gaze_cx
int64 33
589
| gaze_cy
int64 56
477
| hx
int64 74
575
| hy
int64 49
458
| seg
stringlengths 5
8
| occluded
bool 1
class | person_num
int64 0
80
| cam_num
int64 0
1
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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oneshot | 1,920 | 1,080 | [[23.0, 131.0, 64.0, 191.0], [44.0, 117.0, 101.0, 173.0], [82.0, 104.0, 135.0, 158.0], [132.0, 106.0, 159.0, 145.0], [152.0, 98.0, 184.0, 135.0], [176.0, 90.0, 206.0, 126.0], [197.0, 74.0, 233.0, 116.0], [228.0, 65.0, 260.0, 105.0], [255.0, 56.0, 283.0, 93.0], [311.0, 30.0, 345.0, 98.0], [339.0, 36.0, 372.0, 105.0], [368.0, 41.0, 404.0, 111.0], [412.0, 49.0, 450.0, 127.0], [442.0, 57.0, 483.0, 135.0], [473.0, 65.0, 521.0, 146.0], [524.0, 65.0, 554.0, 114.0], [544.0, 71.0, 572.0, 120.0], [565.0, 75.0, 596.0, 127.0], [518.0, 108.0, 543.0, 155.0], [538.0, 114.0, 564.0, 162.0], [558.0, 120.0, 585.0, 168.0], [537.0, 230.0, 571.0, 269.0], [508.0, 220.0, 543.0, 259.0], [481.0, 209.0, 514.0, 247.0], [459.0, 176.0, 480.0, 233.0], [443.0, 171.0, 463.0, 227.0], [428.0, 169.0, 447.0, 224.0], [407.0, 165.0, 427.0, 214.0], [392.0, 160.0, 412.0, 208.0], [378.0, 156.0, 398.0, 203.0], [347.0, 157.0, 379.0, 198.0], [324.0, 148.0, 360.0, 186.0], [273.0, 117.0, 284.0, 160.0], [266.0, 120.0, 276.0, 174.0], [258.0, 124.0, 269.0, 178.0], [250.0, 126.0, 262.0, 181.0], [241.0, 129.0, 253.0, 185.0], [206.0, 148.0, 242.0, 177.0], [212.0, 164.0, 242.0, 191.0], [213.0, 179.0, 243.0, 206.0], [174.0, 163.0, 212.0, 195.0], [174.0, 179.0, 212.0, 211.0], [177.0, 195.0, 213.0, 224.0], [128.0, 190.0, 176.0, 249.0], [89.0, 208.0, 140.0, 273.0], [44.0, 230.0, 102.0, 299.0], [54.0, 342.0, 73.0, 407.0], [61.0, 331.0, 87.0, 395.0], [78.0, 322.0, 102.0, 385.0], [95.0, 317.0, 120.0, 376.0], [111.0, 307.0, 136.0, 364.0], [126.0, 299.0, 150.0, 353.0], [140.0, 288.0, 165.0, 342.0], [156.0, 277.0, 191.0, 330.0], [175.0, 260.0, 218.0, 311.0], [203.0, 245.0, 243.0, 292.0], [253.0, 221.0, 276.0, 237.0], [268.0, 213.0, 281.0, 236.0], [311.0, 214.0, 327.0, 253.0], [322.0, 218.0, 339.0, 261.0], [333.0, 224.0, 350.0, 267.0], [359.0, 241.0, 377.0, 279.0], [373.0, 247.0, 392.0, 284.0], [386.0, 253.0, 406.0, 291.0], [413.0, 270.0, 453.0, 314.0], [449.0, 284.0, 491.0, 328.0], [485.0, 300.0, 532.0, 348.0], [532.0, 300.0, 559.0, 360.0], [508.0, 369.0, 545.0, 434.0], [476.0, 360.0, 515.0, 420.0], [448.0, 346.0, 484.0, 402.0], [406.0, 331.0, 446.0, 364.0], [405.0, 347.0, 444.0, 376.0], [404.0, 358.0, 443.0, 388.0], [372.0, 340.0, 404.0, 368.0], [372.0, 330.0, 405.0, 357.0], [372.0, 315.0, 409.0, 346.0], [353.0, 286.0, 374.0, 346.0], [226.0, 298.0, 255.0, 352.0], [205.0, 316.0, 238.0, 372.0], [181.0, 334.0, 216.0, 393.0], [166.0, 355.0, 186.0, 405.0], [150.0, 365.0, 172.0, 415.0], [137.0, 375.0, 158.0, 428.0], [123.0, 386.0, 146.0, 442.0], [111.0, 416.0, 130.0, 450.0], [95.0, 429.0, 115.0, 463.0], [81.0, 444.0, 101.0, 479.0], [71.0, 455.0, 85.0, 479.0], [268.0, 138.0, 329.0, 253.0]] | [18, 18, 18, 10, 10, 10, 6, 6, 6, 2, 2, 2, 1, 1, 1, 4, 4, 4, 4, 4, 4, 10, 10, 10, 13, 13, 13, 24, 24, 24, 21, 21, 12, 12, 12, 12, 12, 8, 8, 8, 8, 8, 8, 5, 5, 5, 14, 14, 14, 23, 23, 23, 23, 19, 19, 19, 15, 15, 22, 22, 22, 9, 9, 9, 6, 6, 6, 7, 16, 16, 16, 8, 8, 8, 8, 8, 8, 3, 20, 20, 20, 24, 24, 24, 24, 17, 17, 17, 17, 25] | 22 | 59 | 329 | 238 | 310 | 182 | 1.npy | false | 18 | 1 |
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oneshot | 1,920 | 1,080 | [[45.0, 133.0, 78.0, 204.0], [69.0, 128.0, 98.0, 195.0], [87.0, 120.0, 113.0, 186.0], [132.0, 78.0, 157.0, 127.0], [152.0, 74.0, 173.0, 121.0], [170.0, 71.0, 190.0, 116.0], [134.0, 124.0, 160.0, 169.0], [158.0, 118.0, 175.0, 162.0], [174.0, 114.0, 192.0, 157.0], [209.0, 75.0, 231.0, 138.0], [229.0, 71.0, 247.0, 132.0], [245.0, 73.0, 266.0, 125.0], [275.0, 63.0, 289.0, 116.0], [271.0, 137.0, 293.0, 201.0], [249.0, 145.0, 274.0, 212.0], [226.0, 155.0, 254.0, 224.0], [191.0, 168.0, 223.0, 242.0], [161.0, 179.0, 196.0, 257.0], [128.0, 193.0, 169.0, 276.0], [87.0, 226.0, 137.0, 265.0], [97.0, 245.0, 139.0, 282.0], [98.0, 262.0, 140.0, 298.0], [46.0, 249.0, 95.0, 293.0], [49.0, 270.0, 97.0, 310.0], [51.0, 286.0, 99.0, 326.0], [59.0, 369.0, 100.0, 431.0], [81.0, 346.0, 132.0, 404.0], [113.0, 325.0, 160.0, 380.0], [166.0, 296.0, 186.0, 349.0], [180.0, 287.0, 199.0, 339.0], [194.0, 280.0, 212.0, 331.0], [207.0, 272.0, 224.0, 322.0], [220.0, 264.0, 235.0, 316.0], [228.0, 258.0, 242.0, 310.0], [237.0, 252.0, 251.0, 302.0], [253.0, 253.0, 269.0, 291.0], [263.0, 246.0, 278.0, 282.0], [275.0, 240.0, 289.0, 275.0], [269.0, 287.0, 293.0, 348.0], [249.0, 299.0, 274.0, 364.0], [231.0, 314.0, 256.0, 380.0], [204.0, 356.0, 238.0, 404.0], [176.0, 378.0, 212.0, 428.0], [144.0, 400.0, 183.0, 454.0], [121.0, 431.0, 151.0, 477.0], [95.0, 452.0, 128.0, 479.0], [368.0, 336.0, 401.0, 390.0], [393.0, 350.0, 428.0, 406.0], [420.0, 381.0, 449.0, 418.0], [443.0, 395.0, 471.0, 432.0], [466.0, 408.0, 496.0, 445.0], [493.0, 402.0, 516.0, 454.0], [509.0, 411.0, 533.0, 465.0], [525.0, 421.0, 549.0, 477.0], [511.0, 362.0, 558.0, 397.0], [470.0, 342.0, 512.0, 375.0], [471.0, 330.0, 514.0, 362.0], [514.0, 348.0, 561.0, 382.0], [515.0, 331.0, 564.0, 368.0], [472.0, 312.0, 517.0, 348.0], [447.0, 314.0, 464.0, 344.0], [432.0, 307.0, 449.0, 337.0], [416.0, 299.0, 432.0, 328.0], [401.0, 293.0, 417.0, 322.0], [370.0, 269.0, 402.0, 316.0], [305.0, 238.0, 326.0, 272.0], [306.0, 161.0, 321.0, 183.0], [358.0, 179.0, 368.0, 200.0], [361.0, 198.0, 367.0, 216.0], [306.0, 180.0, 316.0, 196.0], [373.0, 189.0, 414.0, 234.0], [404.0, 200.0, 446.0, 247.0], [436.0, 211.0, 480.0, 260.0], [470.0, 224.0, 512.0, 274.0], [504.0, 236.0, 548.0, 287.0], [539.0, 248.0, 580.0, 302.0], [543.0, 154.0, 598.0, 202.0], [501.0, 140.0, 551.0, 188.0], [461.0, 128.0, 507.0, 172.0], [444.0, 107.0, 469.0, 159.0], [430.0, 103.0, 453.0, 153.0], [414.0, 98.0, 436.0, 149.0], [398.0, 95.0, 420.0, 144.0], [386.0, 85.0, 404.0, 140.0], [374.0, 83.0, 391.0, 136.0], [363.0, 79.0, 380.0, 132.0], [346.0, 81.0, 365.0, 128.0], [333.0, 79.0, 352.0, 125.0], [320.0, 75.0, 338.0, 121.0], [307.0, 72.0, 327.0, 117.0], [309.0, 154.0, 366.0, 240.0]] | [24, 24, 24, 4, 4, 4, 4, 4, 4, 16, 16, 16, 7, 3, 3, 3, 2, 2, 2, 8, 8, 8, 8, 8, 8, 21, 21, 21, 22, 22, 22, 22, 13, 13, 13, 9, 9, 9, 1, 1, 1, 6, 6, 6, 10, 10, 20, 20, 10, 10, 10, 11, 11, 11, 8, 8, 8, 8, 8, 8, 17, 17, 17, 17, 5, 5, 15, 15, 15, 15, 19, 19, 19, 18, 18, 18, 6, 6, 6, 24, 24, 24, 24, 14, 14, 14, 23, 23, 23, 23, 25] | 2 | 17 | 184 | 219 | 322 | 200 | 10.npy | false | 60 | 0 |
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The dataset features/columns here are almost similar to the original github instruction (please read the github documentation first to understand the dataset): https://github.com/upeee/GOO-GAZE2021/blob/main/dataset/gooreal-download.txt
To download gooreal in huggingface, run the code below (https://huggingface.co/docs/datasets/v1.10.0/loading_datasets.html#from-the-huggingface-hub):
from datasets import load_dataset
dataset = load_dataset("markytools/goorealv3")
The image datasets will be stored in ""~/.cache/huggingface", so you need to delete the files here if you want to free up space.
The "bboxes" and "labels" features are in string format, so you can use the code below to convert the string into list:
import ast
listOfBboxes = ast.literal_eval(dataset["test"]["bboxes"][0])
The feature "seg" is now in string format instead of numpy ndarray. This is an optional feature, and you can manually download the files here (https://huggingface.co/datasets/markytools/goosegmv3) using wget commandline. The files are in .npy so load it using np.load (https://numpy.org/doc/stable/reference/generated/numpy.load.html).
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