LabelMe object stats

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.

all

Description

Average

Occupied area

Boundary points

Object location

1) road Exact: 1356 Approx: 1797

2) rock Exact: 298 Approx: 558

3) rocks Exact: 223 Approx: 234

4) road region Exact: 192 Approx: 340 Words: road(1797), region(1239)

5) roadregion Exact: 147 Approx: 147

6) roundclock Exact: 49 Approx: 49

7) roof Exact: 43 Approx: 51

8) rug Exact: 43 Approx: 52

9) road highway Exact: 30 Approx: 31 Words: road(1797), highway(46)

10) road sign Exact: 22 Approx: 32 Words: road(1797), sign(1662)

11) river Exact: 13 Approx: 148

12) railing Exact: 12 Approx: 19

13) refrigerator Exact: 11 Approx: 14

14) rooster Exact: 11 Approx: 11

15) river bank Exact: 9 Approx: 9 Words: river(148), bank(15)

16) row of books Exact: 9 Approx: 9 Words: row(120), of(661), books(1927)

17) rainbow Exact: 7 Approx: 7

18) rectangle Exact: 6 Approx: 6

19) rocky mountain Exact: 6 Approx: 7 Words: rocky(9), mountain(659)

20) river water Exact: 5 Approx: 125 Words: river(148), water(841)

21) roadsign Exact: 5 Approx: 7

22) radiator Exact: 4 Approx: 4

23) recycling bin Exact: 4 Approx: 6 Words: recycling(6), bin(1425)

24) road paved Exact: 4 Approx: 6 Words: road(1797), paved(7)

25) rock Exact: 4 Approx: 558

26) rock stone Exact: 4 Approx: 4 Words: rock(558), stone(206)

27) radio Exact: 3 Approx: 4

28) rafter Exact: 3 Approx: 3

29) refridgerator Exact: 3 Approx: 3

30) remote control Exact: 3 Approx: 5 Words: remote(6), control(6)

31) rhino left mid savanna Exact: 3 Approx: 3 Words: rhino(12), left(251), mid(338), savanna(92)

32) road marking Exact: 3 Approx: 3 Words: road(1797), marking(3)

33) rock pile Exact: 3 Approx: 4 Words: rock(558), pile(16)

34) rocks moss Exact: 3 Approx: 3 Words: rocks(234), moss(21)

35) roll of tape Exact: 3 Approx: 3 Words: roll(19), of(661), tape(6)

36) ruler Exact: 3 Approx: 3

37) raft Exact: 2 Approx: 6

38) rail Exact: 2 Approx: 81

39) railings Exact: 2 Approx: 2

40) reception desk Exact: 2 Approx: 2 Words: reception(2), desk(1358)

41) recyclingbin Exact: 2 Approx: 2

42) red car Exact: 2 Approx: 6 Words: red(51), car(11158)

43) red pepper Exact: 2 Approx: 2 Words: red(51), pepper(23)

44) reflection Exact: 2 Approx: 10

45) registration plaque Exact: 2 Approx: 2 Words: registration(2), plaque(4)

46) rest Exact: 2 Approx: 157

47) rhino front mid savanna Exact: 2 Approx: 2 Words: rhino(12), front(2586), mid(338), savanna(92)

48) rhino right mid forest Exact: 2 Approx: 2 Words: rhino(12), right(275), mid(338), forest(147)

49) rhino right mid savanna Exact: 2 Approx: 2 Words: rhino(12), right(275), mid(338), savanna(92)

50) road Exact: 2 Approx: 1797

51) rock boulder Exact: 2 Approx: 2 Words: rock(558), boulder(3)

52) roof (pagode) Exact: 2 Approx: 2 Words: roof(51), (pagode)(2)

53) rootes Exact: 2 Approx: 2

54) round table Exact: 2 Approx: 2 Words: round(360), table(1088)

55) rabbit Exact: 1 Approx: 3

56) racquet Exact: 1 Approx: 1

57) rag Exact: 1 Approx: 34

58) railing (partially occluded) Exact: 1 Approx: 1 Words: railing(19), (partially(5), occluded)(8)

59) railroad tracks Exact: 1 Approx: 1 Words: railroad(1), tracks(1)

60) railway Exact: 1 Approx: 1

61) rain water pipe Exact: 1 Approx: 1 Words: rain(21), water(841), pipe(15)

62) randomobjectondesk Exact: 1 Approx: 1

63) range hood Exact: 1 Approx: 2 Words: range(48), hood(7)

64) read Exact: 1 Approx: 43

65) reading lamp Exact: 1 Approx: 1 Words: reading(1), lamp(561)

66) rear car Exact: 1 Approx: 690 Words: rear(784), car(11158)

67) rear light Exact: 1 Approx: 6 Words: rear(784), light(1740)

68) rear view mirror Exact: 1 Approx: 2 Words: rear(784), view(30), mirror(59)

69) rearviewmirror Exact: 1 Approx: 1

70) recliner Exact: 1 Approx: 1

71) red car az0deg Exact: 1 Approx: 1 Words: red(51), car(11158), az0deg(609)

72) red car az270deg Exact: 1 Approx: 2 Words: red(51), car(11158), az270deg(1287)

73) red car side Exact: 1 Approx: 1 Words: red(51), car(11158), side(2823)

74) red chair Exact: 1 Approx: 1 Words: red(51), chair(2681)

75) red flower Exact: 1 Approx: 1 Words: red(51), flower(185)

76) red glass Exact: 1 Approx: 1 Words: red(51), glass(246)

77) red hair Exact: 1 Approx: 4 Words: red(51), hair(2696)

78) red light Exact: 1 Approx: 1 Words: red(51), light(1740)

79) red socks Exact: 1 Approx: 1 Words: red(51), socks(1)

80) red wall with windows, bars Exact: 1 Approx: 1 Words: red(51), wall(234), with(50), windows,(1), bars(2)

81) red wine bottle Exact: 1 Approx: 2 Words: red(51), wine(95), bottle(275)

82) refrigator Exact: 1 Approx: 1

83) refrigerator door Exact: 1 Approx: 1 Words: refrigerator(14), door(1306)

84) refrigerator/freezer Exact: 1 Approx: 1

85) remote Exact: 1 Approx: 6

86) remote controlled car az210deg Exact: 1 Approx: 1 Words: remote(6), controlled(1), car(11158), az210deg(199)

87) remotecontrol Exact: 1 Approx: 1

88) revolving doors Exact: 1 Approx: 1 Words: revolving(2), doors(11)

89) revolvingdoor Exact: 1 Approx: 1

90) rhino Exact: 1 Approx: 12

91) rhino right mid grassland Exact: 1 Approx: 1 Words: rhino(12), right(275), mid(338), grassland(88)

92) rhinoceros Exact: 1 Approx: 1

93) rinoceros Exact: 1 Approx: 1

94) roa Exact: 1 Approx: 1799

95) road (intersection) Exact: 1 Approx: 1 Words: road(1797), (intersection)(1)

96) road light Exact: 1 Approx: 1 Words: road(1797), light(1740)

97) road paint Exact: 1 Approx: 1 Words: road(1797), paint(313)

98) road reagion Exact: 1 Approx: 1 Words: road(1797), reagion(1)

99) road rear Exact: 1 Approx: 1 Words: road(1797), rear(784)

100) road region highway Exact: 1 Approx: 1 Words: road(1797), region(1239), highway(46)

101) road sign reserved parking Exact: 1 Approx: 1 Words: road(1797), sign(1662), reserved(1), parking(180)

102) road sign 1 Exact: 1 Approx: 1 Words: road(1797), sign(1662), 1(1059)

103) road signs Exact: 1 Approx: 1 Words: road(1797), signs(6)

104) road surface Exact: 1 Approx: 2 Words: road(1797), surface(2)

105) road traffic Exact: 1 Approx: 1 Words: road(1797), traffic(585)

106) road, paved Exact: 1 Approx: 1 Words: road,(1), paved(7)

107) roads Exact: 1 Approx: 8

108) roadsign (stop) Exact: 1 Approx: 1 Words: roadsign(7), (stop)(1)

109) roadsign2 Exact: 1 Approx: 1

110) roccoco church facade Exact: 1 Approx: 1 Words: roccoco(1), church(16), facade(10)

111) rock cliff Exact: 1 Approx: 1 Words: rock(558), cliff(50)

112) rock cropped Exact: 1 Approx: 1 Words: rock(558), cropped(23)

113) rock in water Exact: 1 Approx: 1 Words: rock(558), in(37873), water(841)

114) rock island Exact: 1 Approx: 1 Words: rock(558), island(17)

115) *rocks x** Exact: 1 Approx: 1 Words: rocks(234), *x(96)

116) rocky ledge Exact: 1 Approx: 1 Words: rocky(9), ledge(3)

117) rockyl mountain Exact: 1 Approx: 1 Words: rockyl(1), mountain(659)

118) roks Exact: 1 Approx: 1

119) roll of paper Exact: 1 Approx: 2 Words: roll(19), of(661), paper(165)

120) roll of toilet paper Exact: 1 Approx: 1 Words: roll(19), of(661), toilet(15), paper(165)

121) roller wheel Exact: 1 Approx: 1 Words: roller(6), wheel(357)

122) rolling file drawers Exact: 1 Approx: 1 Words: rolling(3), file(137), drawers(36)

123) rolling printer stand Exact: 1 Approx: 1 Words: rolling(3), printer(59), stand(409)

124) rollingpin Exact: 1 Approx: 1

125) roof balcony Exact: 1 Approx: 1 Words: roof(51), balcony(328)

126) roof occluded Exact: 1 Approx: 1 Words: roof(51), occluded(1895)

127) rope Exact: 1 Approx: 1

128) rose Exact: 1 Approx: 5

129) rose bush Exact: 1 Approx: 1 Words: rose(5), bush(168)

130) *rose in vase flower** Exact: 1 Approx: 1 Words: rose(5), in(37873), vase(91), *flower(1)

131) row of cars Exact: 1 Approx: 1 Words: row(120), of(661), cars(556)

132) rubber Exact: 1 Approx: 2

133) rucksack Exact: 1 Approx: 2

134) rug (partially obscured) Exact: 1 Approx: 1 Words: rug(52), (partially(5), obscured)(1)

135) running person kid az240deg Exact: 1 Approx: 1 Words: running(4), person(27713), kid(34), az240deg(287)