Dataset Analytics

Generated on November 16, 2024 at 11:18 am.

Number of Images

7,487

Number of Annotations

17,620

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
dog
8,526
cat
5,358
2,127
Under Represented
1,609
Under Represented
dog
5962
cat
3661
1466
Under Represented
1098
Under Represented
dog
1718
cat
1178
441
Under Represented
341
Under Represented
dog
846
cat
519
220
Under Represented
170
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 (640x640).

678
6,804
5
> 1024x1024
640px
640px

Aspect Ratio Distribution

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

tall
1
square
7,473
wide
13

Annotation Heatmap

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

all
child (2,127)
adult (1,609)
dog (8,526)
cat (5,358)

Histogram of Object Count by Image

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

all
child
adult
dog
cat
    3433 imgs
    1716.5
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
Count of all objects

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