Dataset Analytics

Generated on August 12, 2024 at 7:43 am.

Average Image Size

0.87 mp

Median Image Ratio

1000x1080
tall

Class Balance

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

Classes

all
train
valid
test
1,012
672
285
266
174
132
120
88
57
Under Represented
Under Represented
34
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
3
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
led
1
Under Represented
Under Represented
Under Represented
Under Represented
491
179
201
131
98
68
53
Under Represented
Under Represented
24
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
2
Under Represented
Under Represented
Under Represented
Missing
Under Represented
Missing
Under Represented
Under Represented
led
1
Under Represented
Under Represented
Under Represented
Under Represented
106
43
25
27
12
1
Under Represented
Under Represented
9
Under Represented
Under Represented
Under Represented
Under Represented
Missing
Under Represented
Missing
Under Represented
Missing
Missing
Missing
Under Represented
Under Represented
Missing
Under Represented
Under Represented
Missing
Missing
Under Represented
Missing
1
Under Represented
Under Represented
Missing
Under Represented
Missing
Under Represented
Missing
Missing
led
0
Missing
Missing
Missing
Missing
75
22
18
8
Under Represented
3
Under Represented
Under Represented
Under Represented
1
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Missing
Missing
Missing
Missing
Missing
Under Represented
Under Represented
Under Represented
Under Represented
Missing
Missing
Under Represented
Missing
Missing
Missing
Missing
0
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
led
0
Missing
Missing
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 (1000x1080).

14
453
321
> 1024x1024
1000px
1080px

Aspect Ratio Distribution

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

tall
457
square
27
wide
304

Annotation Heatmap

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

all
banner-old (82)
mesh-old (285)
paper (174)
flexi-old (120)
sticker-door (1,012)
mesh (672)
flexi (266)
banner (88)
sticker-wall (65)
sticker-door-old (113)
sticker-wall-old (35)
sticker (132)
mesh-mci (39)
stand-old (8)
stand (34)
sticker-door-torn (18)
awning (3)
shopsign-old (5)
flexi-mci (14)
poster-mci (4)
awning-old (13)
lightbox (8)
clock-old (1)
banner-rightel (6)
mesh-rightel (10)
poster (57)
lightbox-old (6)
sticker-door-mci (9)
sticker-mci (11)
sticker-old (34)
banner-invalid (7)
poster-rightel (1)
poster-shatel (1)
mesh-torn (12)
poster-old (10)
sticker-door-invalid (8)
shopsign (17)
sticker-rightel (4)
mesh-invalid (5)
shopsign-mci (3)
flexi-rightel (2)
sticker-wall-mci (1)
stand-rightel (2)
banner-mci (1)
flexi-invalid (1)
banner-inner-old (1)
led (1)

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