Dataset Analytics

Generated on November 20, 2023 at 6:20 am.

Number of Images

1,650

Number of Annotations

3,662

Average Image Size

0.77 mp

Median Image Ratio

888x864
square

Class Balance

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

Classes

all
train
valid
test
0
2,332
1
1,330
Under Represented
0
1593
1
939
Under Represented
0
381
1
247
0
358
1
144
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 (888x864).

68
1,295
287
> 1024x1024
888px
864px

Aspect Ratio Distribution

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

tall
405
square
493
wide
752

Annotation Heatmap

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

0 (2,332)
1 (1,330)
all

Histogram of Object Count by Image

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

0
1
all
    1216 imgs
    608
  • 1
  • 2-13
  • 14-25
  • 26-37
  • 38-49
  • 50-61
  • 62-73
  • 74-85
  • 86-97
  • 98-109
  • 110-121
Count of all objects

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