Dataset Analytics

Generated on November 23, 2023 at 2:47 pm.

Number of Annotations

9,808

Average Image Size

0.41 mp

Median Image Ratio

854x480
wide

Class Balance

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

Classes

all
train
valid
test
3,762
2,190
1,397
Under Represented
Cat
1,301
Under Represented
1,158
Under Represented
2615
1545
985
Under Represented
Cat
911
Under Represented
800
Under Represented
765
417
268
Under Represented
Cat
264
Under Represented
242
Under Represented
382
228
144
Under Represented
Cat
126
Under Represented
116
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 (854x480).

1,799
1,909
1,845
> 1024x1024
854px
480px

Aspect Ratio Distribution

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

wide
5,553

Annotation Heatmap

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

all
Shrek (2,190)
Donkey (1,397)
Cat (1,301)
Others (3,762)
Fiona (1,158)

Histogram of Object Count by Image

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

all
Shrek
Donkey
Cat
Others
Fiona
    2483 imgs
    1241.5
  • 0
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
  • 23-25
  • 26-28
Count of all objects

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