Dataset Analytics

Generated on May 10, 2022 at 7:50 pm.

Number of Images

1,000

Number of Annotations

1,000

Average Image Size

3.94 mp

Median Image Ratio

2430x1796
wide

Class Balance

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

Classes

01
300
03
200
04
200
02
100
Under Represented
05
100
Under Represented
10
100
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 (2430x1796).

1,000
> 1024x1024
2430px
1796px

Aspect Ratio Distribution

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

tall
222
square
24
wide
752
very wide
1
> 1.5:1
extremely wide
1
> 2.5:1

Annotation Heatmap

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

10 (100)
all
03 (200)
02 (100)
04 (200)
01 (300)
05 (100)

Histogram of Object Count by Image

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

10
all
03
02
04
01
05
    1000 imgs
    500
  • 1
Count of all objects

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