Dataset Analytics

Generated on August 19, 2022 at 5:59 pm.

Number of Images

9,336

Number of Annotations

19,039

Average Image Size

0.27 mp

Median Image Ratio

640x429
wide

Class Balance

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

Classes

car
4,865
2,277
1,919
1,714
1,591
bus
1,495
988
905
Under Represented
Under Represented
gun
515
Under Represented
Under Represented
Under Represented
223
Under Represented
207
Under Represented
174
Under Represented
Under Represented
Under Represented
3
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 (640x429).

929
1,918
6,475
14
> 1024x1024
640px
429px

Aspect Ratio Distribution

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

tall
1,672
square
351
wide
7,287
very wide
22
> 1.5:1
extremely wide
4
> 2.5:1

Annotation Heatmap

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

all
bus (1,495)
backpack (2,277)
chair (1,919)
truck (207)
bicycle (1,714)
baseball bat (725)
person (988)
car (4,865)
knife (905)
traffic light (344)
bench (1,591)
fire hydrant (13)
motorcycle (509)
cold weapons (542)
ski mask (174)
rifle (223)
garbage can (30)
gun (515)
stick (3)

Histogram of Object Count by Image

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

all
bus
backpack
chair
truck
bicycle
baseball bat
person
car
knife
traffic light
bench
fire hydrant
motorcycle
cold weapons
ski mask
rifle
garbage can
gun
stick
    6013 imgs
    3006.5
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
  • 14-15
Count of all objects

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