Dataset Analytics

Generated on October 24, 2024 at 6:38 pm.

Average Image Size

0.10 mp

Median Image Ratio

424x240
wide

Class Balance

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

Classes

all
train
valid
test
230
132
92
sky
69
68
57
car
14
Under Represented
13
Under Represented
Under Represented
Under Represented
5
Under Represented
172
99
63
sky
64
47
38
car
12
Under Represented
13
Under Represented
Under Represented
Under Represented
0
Missing
36
20
17
Under Represented
sky
5
Under Represented
17
14
Under Represented
car
2
Under Represented
0
Missing
Missing
Under Represented
5
Under Represented
22
13
12
Under Represented
sky
0
Missing
4
5
car
0
Missing
0
Missing
Missing
Under Represented
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.

All images are the same size, 424x240.

Aspect Ratio Distribution

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

wide
200

Annotation Heatmap

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

all
tree (230)
grass (132)
road (57)
ground (92)
car (14)
snow (68)
sky (69)
building (49)
obstacles (90)
background (69)
bike (13)
leaf (5)
unknown (7)
setaria (7)

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