Dataset Analytics

Generated on July 10, 2024 at 7:47 am.

Average Image Size

0.19 mp

Median Image Ratio

500x375
wide

Class Balance

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

Classes

all
train
valid
test
934
284
213
77
57
56
50
42
40
37
Under Represented
24
Under Represented
21
Under Represented
bag
20
Under Represented
20
Under Represented
18
Under Represented
Under Represented
Under Represented
16
Under Represented
Under Represented
14
Under Represented
14
Under Represented
13
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
10
Under Represented
9
Under Represented
Under Represented
8
Under Represented
Under Represented
Under Represented
Under Represented
6
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
3
Under Represented
3
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
2
Under Represented
2
Under Represented
Under Represented
box
1
Under Represented
car
1
Under Represented
1
Under Represented
1
Under Represented
1
Under Represented
1
Under Represented
1
Under Represented
643
184
146
61
49
35
36
26
33
26
20
Under Represented
19
Under Represented
bag
11
Under Represented
9
Under Represented
17
Under Represented
Under Represented
Under Represented
11
Under Represented
Under Represented
14
Under Represented
12
Under Represented
10
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
3
Under Represented
5
Under Represented
Under Represented
8
Under Represented
Under Represented
Under Represented
Under Represented
5
Under Represented
Missing
Under Represented
Under Represented
Under Represented
Under Represented
1
Under Represented
3
Under Represented
Missing
Under Represented
Under Represented
Under Represented
Under Represented
2
Under Represented
0
Missing
Under Represented
box
1
Under Represented
car
1
Under Represented
0
Missing
0
Missing
1
Under Represented
1
Under Represented
1
Under Represented
145
59
36
8
Under Represented
0
Missing
4
Under Represented
Under Represented
2
Under Represented
1
Under Represented
bag
5
6
0
Missing
Under Represented
Under Represented
2
Under Represented
Under Represented
0
Missing
1
Under Represented
2
Under Represented
Missing
Under Represented
Under Represented
6
2
Under Represented
Under Represented
0
Missing
Under Represented
Missing
Under Represented
1
Under Represented
Missing
Under Represented
Missing
Missing
Missing
1
Under Represented
0
Missing
Missing
Missing
Missing
Missing
Missing
0
Missing
1
Under Represented
Missing
box
0
Missing
car
0
Missing
1
Under Represented
0
Missing
0
Missing
0
Missing
0
Missing
146
41
31
8
Under Represented
15
Under Represented
7
7
Under Represented
2
Under Represented
1
Under Represented
bag
4
Under Represented
5
1
Under Represented
Under Represented
Missing
3
Under Represented
Under Represented
0
Missing
1
Under Represented
1
Under Represented
Under Represented
Under Represented
Missing
1
Under Represented
2
Under Represented
Missing
0
Missing
Missing
Missing
Missing
0
Missing
Missing
Under Represented
Missing
Under Represented
1
Under Represented
0
Missing
Under Represented
Missing
Under Represented
Missing
Under Represented
0
Missing
1
Under Represented
Missing
box
0
Missing
car
0
Missing
0
Missing
1
Under Represented
0
Missing
0
Missing
0
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 (500x375).

502
70
36
> 1024x1024
500px
375px

Aspect Ratio Distribution

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

tall
76
square
27
wide
505

Annotation Heatmap

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

all
display (57)
trolley (42)
sign (284)
gate number (56)
person (934)
escalator crop (48)
window (77)
baggage claim (17)
seat (213)
moving walkway (154)
suitcase (77)
walkway (50)
check-in-desk (68)
ceiling (56)
elevator (17)
footbridge (2)
column (40)
floor (37)
bag (20)
departures sign (5)
door (24)
seat crop (14)
security (2)
stairs (20)
clock (16)
handrail (12)
trash (6)
restaurant (7)
screen (10)
text (3)
wall (14)
chair (21)
table (8)
tree (14)
staircase (12)
escalator (45)
stand (2)
bench (9)
bulletin board (12)
monitor (5)
information desk (30)
gate (13)
duty free (9)
shop (2)
sign crop (5)
plant (18)
telephone booth (7)
picture (2)
store (1)
sculpture (2)
barrier (3)
computer (5)
train track (2)
desk (1)
backpack (6)
conveyor belt (10)
display stand (2)
exit (1)
purse (1)
train (3)
fence (1)
box (1)
car (1)

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