Dataset Analytics

Generated on December 01, 2023 at 6:10 am.

Number of Images

725

Number of Annotations

3,074

Average Image Size

0.41 mp

Median Image Ratio

640x640
square

Class Balance

Overview of the number of annotations for each class in your dataset.

Classes

all
train
valid
test
543
276
215
162
130
106
83
82
77
67
cow
58
bag
56
car
55
45
44
cat
44
42
40
Under Represented
Under Represented
Under Represented
39
Under Represented
39
Under Represented
39
Under Represented
39
Under Represented
bed
37
Under Represented
cup
35
Under Represented
31
Under Represented
Under Represented
bus
30
Under Represented
Under Represented
tap
29
Under Represented
Under Represented
28
Under Represented
26
Under Represented
25
Under Represented
24
Under Represented
22
Under Represented
22
Under Represented
Under Represented
21
Under Represented
Under Represented
dog
17
Under Represented
13
Under Represented
jug
13
Under Represented
11
Under Represented
Under Represented
10
Under Represented
9
Under Represented
8
Under Represented
Under Represented
6
Under Represented
Under Represented
352
184
160
117
105
76
58
75
67
52
cow
36
bag
37
car
44
33
35
cat
17
Under Represented
27
Under Represented
33
Under Represented
Under Represented
37
29
Under Represented
31
22
Under Represented
bed
29
Under Represented
cup
23
Under Represented
31
Under Represented
bus
20
Under Represented
Under Represented
tap
19
Under Represented
Under Represented
21
Under Represented
8
Under Represented
20
Under Represented
24
Under Represented
10
Under Represented
22
Under Represented
Under Represented
16
Under Represented
Under Represented
dog
10
Under Represented
8
Under Represented
jug
8
Under Represented
9
Under Represented
Under Represented
8
Under Represented
6
Under Represented
4
Under Represented
Under Represented
4
Under Represented
Under Represented
156
83
42
29
24
27
19
Under Represented
7
Under Represented
9
cow
4
Under Represented
bag
13
car
4
Under Represented
Under Represented
11
Under Represented
cat
13
9
4
Under Represented
Under Represented
0
Missing
6
Under Represented
7
Under Represented
13
bed
4
Under Represented
cup
8
Under Represented
0
Missing
Under Represented
bus
8
Under Represented
Under Represented
tap
7
Under Represented
Under Represented
5
Under Represented
12
Under Represented
0
Missing
12
0
Missing
Under Represented
Under Represented
Under Represented
dog
5
Under Represented
4
Under Represented
jug
3
Under Represented
1
Under Represented
Under Represented
2
Under Represented
3
Under Represented
3
Under Represented
Under Represented
2
Under Represented
Under Represented
35
9
13
16
1
Under Represented
3
Under Represented
6
3
Under Represented
6
cow
18
bag
6
car
7
Under Represented
Under Represented
1
Under Represented
Under Represented
cat
14
6
3
Under Represented
2
Under Represented
4
1
Under Represented
4
bed
4
cup
4
0
Missing
bus
2
Under Represented
Under Represented
tap
3
Under Represented
Under Represented
2
Under Represented
6
Under Represented
0
Missing
0
Missing
0
Missing
Missing
Under Represented
Under Represented
dog
2
Under Represented
1
Under Represented
jug
2
Under Represented
1
Under Represented
Missing
0
Missing
0
Missing
1
Under Represented
Missing
0
Missing
Missing

Dimension Insights

Overview of the sizes and aspect ratios of the images in your dataset.

Size Distribution

Sizes are based on the number of pixels in your images.

The purple box indicates the median width by median height image (640x640).

600
125
> 1024x1024
640px
640px

Aspect Ratio Distribution

The aspect ratio of your images compares the width vs. the height of your images.

tall
48
square
600
wide
77

Annotation Heatmap

Overview of where your annotations are located in the images in your dataset.

all
door (215)
a sofa (39)
window (77)
table (106)
television (31)
beside table (45)
chicken (82)
Handle (130)
Staircase (49)
tree (162)
glasses (21)
person (543)
a glass (44)
hour (13)
bus (30)
car (55)
bed (37)
chair (276)
bird (26)
battery charger (21)
donkey (9)
Lamppost (40)
phone (42)
bag (56)
airplane (10)
bicycle (25)
oven (45)
Train (8)
horse (22)
headphones (18)
refrigerator (40)
wardrobe (29)
cow (58)
cat (44)
column (83)
pigeon (39)
child (67)
tap (29)
wash basin (30)
Dish (40)
goat (22)
sheep (24)
computer (52)
dog (17)
washing machine (7)
cup (35)
Flask (28)
desk (39)
jug (13)
toilet (11)
Fish (39)
ball (6)
monkey (10)
rabbit (31)
motorcycle (4)

Histogram of Object Count by Image

Overview of how many classes are annotated in each image in your dataset.

all
door
a sofa
window
table
television
beside table
chicken
Handle
Staircase
tree
glasses
person
a glass
hour
bus
car
bed
chair
bird
battery charger
donkey
Lamppost
phone
bag
airplane
bicycle
oven
Train
horse
headphones
refrigerator
wardrobe
cow
cat
column
pigeon
child
tap
wash basin
Dish
goat
sheep
computer
dog
washing machine
cup
Flask
desk
jug
toilet
Fish
ball
monkey
rabbit
motorcycle
    410 imgs
    205
  • 0
  • 1
  • 2-6
  • 7-11
  • 12-16
  • 17-21
  • 22-26
  • 27-31
  • 32-36
  • 37-41
  • 42-46
Count of all objects

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