Dataset Analytics

Generated on October 20, 2024 at 10:27 am.

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
4,116
car
3,338
2,249
2,190
1,565
Under Represented
549
Under Represented
439
Under Represented
bus
389
Under Represented
2851
car
2295
1560
1516
Under Represented
379
Under Represented
297
Under Represented
bus
276
Under Represented
840
car
713
478
464
Under Represented
129
Under Represented
86
Under Represented
bus
84
Under Represented
425
car
330
211
210
Under Represented
41
Under Represented
56
Under Represented
bus
29
Under Represented

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).

1
13
2,662
719
> 1024x1024
640px
640px

Aspect Ratio Distribution

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

tall
12
square
2,647
wide
736

Annotation Heatmap

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

all
green_light (1,565)
stop_line (2,249)
red_light (2,190)
car (3,338)
motobike (4,116)
yellow_light (784)
bus (389)
bike (439)
truck (549)

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