LabelMe

This page shows all the annotations available in the dataset together with some estatistics:

  • Description: objects are sorted according to the raw description entered while using the annotation tool. This description can contain multiple words and several description might correspond to the same object class. The query tool allows searching for single words, grouping multiple descriptions.

  • Average: each thumbnail shows the average intensity of the object patches with the same description. Before averaging, each object is normalized in scale and centered on a patch. The sharpeness of each average will reveal how precise is the description and how well it narrows down the visual category. The average is shown only when there are at least 10 instances labeled. Otherwise, only one instance is shown.

  • Occupied area: histogram of the percentage of pixels occupied (relative to the image size) by each object instance.

  • Boundary points: histogram of the number of points used to define each polygon.

  • Object location: this plot shows the distribution of locations occupied by each instance. Each dot corresponds to the original location, relative to the image frame, of each object instance. These plots help to understand some of the biases that the photographers might have when taking pictures of specific objects.

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    DescriptionAverage Occupied area Boundary pointsObject location
    1) vase
    Exact: 66
    Approx: 88
    2) van
    Exact: 56
    Approx: 166
    3) van rear
    Exact: 14
    Approx: 22
    Words: van(166), rear(605)
    4) van side
    Exact: 12
    Approx: 18
    Words: van(166), side(2462)
    5) van occluded
    Exact: 9
    Approx: 17
    Words: van(166), occluded(1052)
    6) vent
    Exact: 9
    Approx: 21
    7) vegetation
    Exact: 8
    Approx: 8
    8) van crop
    Exact: 6
    Approx: 9
    Words: van(166), crop(481)
    9) vase of flowers
    Exact: 6
    Approx: 6
    Words: vase(88), of(633), flowers(103)
    10) van frontal
    Exact: 3
    Approx: 4
    Words: van(166), frontal(2196)
    11) vanrear
    Exact: 3
    Approx: 3
    12) verge
    Exact: 3
    Approx: 3
    13) van back
    Exact: 2
    Approx: 3
    Words: van(166), back(1086)
    14) van side crop
    Exact: 2
    Approx: 2
    Words: van(166), side(2462), crop(481)
    15) vases
    Exact: 2
    Approx: 2
    16) vegtables
    Exact: 2
    Approx: 5
    17) video projector
    Exact: 2
    Approx: 2
    Words: video(4), projector(15)
    18) valley
    Exact: 1
    Approx: 1
    19) van (side)
    Exact: 1
    Approx: 1
    Words: van(166), (side)(4)
    20) van az240deg
    Exact: 1
    Approx: 1
    Words: van(166), az240deg(287)
    21) van car occluded
    Exact: 1
    Approx: 6
    Words: van(166), car(10129), occluded(1052)
    22) van car rear az90deg
    Exact: 1
    Approx: 1
    Words: van(166), car(10129), rear(605), az90deg(941)
    23) van front
    Exact: 1
    Approx: 10
    Words: van(166), front(2479)
    24) van left
    Exact: 1
    Approx: 13
    Words: van(166), left(143)
    25) van rear occluded
    Exact: 1
    Approx: 1
    Words: van(166), rear(605), occluded(1052)
    26) van right side
    Exact: 1
    Approx: 1
    Words: van(166), right(137), side(2462)
    27) van truck
    Exact: 1
    Approx: 1
    Words: van(166), truck(142)
    28) van, automobile, vehicle, auto
    Exact: 1
    Approx: 2
    Words: van,(6), automobile,(10), vehicle,(12), auto(20)
    29) van, rearview
    Exact: 1
    Approx: 1
    Words: van,(6), rearview(2)
    30) van, vehicle, automobile occluded
    Exact: 1
    Approx: 1
    Words: van,(6), vehicle,(12), automobile(19), occluded(1052)
    31) vase x
    Exact: 1
    Approx: 2
    Words: vase(88), x(524)
    32) vase *x
    Exact: 1
    Approx: 1
    Words: vase(88), *x(96)
    33) vase and roses
    Exact: 1
    Approx: 1
    Words: vase(88), and(891), roses(2)
    34) vase of bamboo
    Exact: 1
    Approx: 1
    Words: vase(88), of(633), bamboo(2)
    35) vase of roses
    Exact: 1
    Approx: 1
    Words: vase(88), of(633), roses(2)
    36) vase with flowers
    Exact: 1
    Approx: 1
    Words: vase(88), with(48), flowers(103)
    37) vegetables
    Exact: 1
    Approx: 5
    38) vehicle (rear view) car
    Exact: 1
    Approx: 1
    Words: vehicle(16), (rear(4), view)(5), car(10129)
    39) vehicle, automobile, van, auto
    Exact: 1
    Approx: 2
    Words: vehicle,(12), automobile,(10), van,(6), auto(20)
    40) venetian blinds
    Exact: 1
    Approx: 2
    Words: venetian(2), blinds(15)
    41) venetianblinds
    Exact: 1
    Approx: 1
    42) vent *x
    Exact: 1
    Approx: 1
    Words: vent(21), *x(96)
    43) vent grate
    Exact: 1
    Approx: 1
    Words: vent(21), grate(5)
    44) vent hood
    Exact: 1
    Approx: 1
    Words: vent(21), hood(7)
    45) ventilation shaft
    Exact: 1
    Approx: 1
    Words: ventilation(1), shaft(1)
    46) verandah
    Exact: 1
    Approx: 1
    47) vest
    Exact: 1
    Approx: 1
    48) video camera
    Exact: 1
    Approx: 2
    Words: video(4), camera(24)
    49) video surveillance camera
    Exact: 1
    Approx: 1
    Words: video(4), surveillance(2), camera(24)
    50) vinegar bottle
    Exact: 1
    Approx: 1
    Words: vinegar(1), bottle(263)
    51) vinyl case
    Exact: 1
    Approx: 1
    Words: vinyl(1), case(64)
    52) volvo
    Exact: 1
    Approx: 1
    53) vw logo
    Exact: 1
    Approx: 1
    Words: vw(5), logo(6)