Dataset Analytics

Generated on November 08, 2023 at 1:24 pm.

Number of Images

348

Number of Annotations

5,436

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
0
4,547
889
Under Represented
0
3743
658
Under Represented
0
804
182
Under Represented
0
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).

21
325
2
> 1024x1024
640px
640px

Aspect Ratio Distribution

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

tall
3
square
328
wide
17

Annotation Heatmap

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

0 (4,547)
all
blueberry (889)

Histogram of Object Count by Image

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

0
all
blueberry
    285 imgs
    142.5
  • 1
  • 2-23
  • 24-45
  • 46-67
  • 68-89
  • 90-111
  • 112-133
  • 134-155
  • 156-177
  • 178-199
  • 200-221
Count of all objects

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