Dataset Analytics

Generated on September 05, 2024 at 7:29 am.

Number of Images

1,674

Number of Annotations

28,609

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
1
16,924
2
9,548
0
1,557
Under Represented
3
580
Under Represented
1
16924
2
9548
0
1557
Under Represented
3
580
Under Represented
1
0
Missing
2
0
Missing
0
0
Missing
3
0
Missing
1
0
Missing
2
0
Missing
0
0
Missing
3
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.

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
1,674

Annotation Heatmap

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

0 (1,557)
1 (16,924)
2 (9,548)
3 (580)
all

Histogram of Object Count by Image

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

0
1
2
3
all
    881 imgs
    440.5
  • 1
  • 2-10
  • 11-19
  • 20-28
  • 29-37
  • 38-46
  • 47-55
  • 56-64
  • 65-73
  • 74-82
  • 83-91
Count of all objects

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