Dataset Analytics

Generated on August 19, 2022 at 6:20 pm.

Number of Images

1,121

Number of Annotations

1,990

Average Image Size

0.65 mp

Median Image Ratio

1017x640
wide

Class Balance

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

Classes

Car
804
157
Under Represented
Bus
148
Under Represented
Under Represented
126
Under Represented
Under Represented
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 (1017x640).

172
< 100x100
240
81
628
1017px
640px

Aspect Ratio Distribution

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

tall
81
square
23
wide
835
very wide
156
> 1.5:1
extremely wide
26
> 2.5:1

Annotation Heatmap

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

all
windshield (495)
Car (804)
Motorcycle (145)
Bus (148)
Truck (157)
Ambulance (126)
passenger (99)
seat belt (16)

Histogram of Object Count by Image

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

all
windshield
Car
Motorcycle
Bus
Truck
Ambulance
passenger
seat belt
    410 imgs
    205
  • 0
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
  • 14-15
Count of all objects

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