Dataset Analytics

Generated on October 04, 2023 at 4:33 pm.

Number of Images

3,914
0 missing annotations

Number of Annotations

5,728
1.5 per image (average)
Across 1 classes

Average Image Size

0.41 mp
from to 0.41 mp
to 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
bicycle
5,728
bicycle
4917
bicycle
536
bicycle
275

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.

All images are the same size, 640x640.

Aspect Ratio Distribution

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

square
3,914

Annotation Heatmap

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

all
bicycle (5,728)

Histogram of Object Count by Image

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

all
bicycle
    2971 imgs
    1485.5
  • 0
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
  • 14-15
  • 16-17
Count of all objects

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