Dataset Analytics

Generated on July 03, 2024 at 2:05 am.

Number of Images

3,664

Number of Annotations

3,665

Average Image Size

0.17 mp

Median Image Ratio

500x375
wide

Class Balance

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

Classes

all
train
valid
test
dog
2,489
cat
1,176
Under Represented
dog
1981
cat
935
Under Represented
dog
244
cat
122
Under Represented
dog
264
cat
119
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 (500x375).

50
3,572
33
9
> 1024x1024
500px
375px

Aspect Ratio Distribution

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

tall
1,094
square
141
wide
2,428
very wide
1
> 1.5:1

Annotation Heatmap

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

all
cat (1,176)
dog (2,489)

Histogram of Object Count by Image

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

all
cat
dog
    3663 imgs
    1831.5
  • 1
  • 2
Count of all objects

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