Dataset Analytics

Generated on January 15, 2024 at 9:22 am.

Number of Images

6,217

Number of Annotations

6,871

Average Image Size

0.41 mp

Median Image Ratio

640x640
square

Class Balance

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

Classes

all
train
valid
test
cat
3,522
dog
3,349
cat
3126
dog
2966
cat
396
dog
383
cat
0
Missing
dog
0
Missing

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 (640x640).

1
406
5,810
640px
640px

Aspect Ratio Distribution

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

tall
55
square
6,086
wide
76

Annotation Heatmap

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

all
cat (3,522)
dog (3,349)

Histogram of Object Count by Image

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

all
cat
dog
    5679 imgs
    2839.5
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
Count of all objects

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