Dataset Analytics

Generated on November 20, 2024 at 11:17 am.

Number of Images

3,382
0 missing annotations

Number of Annotations

548
0.2 per image (average)
Across 2 classes

Average Image Size

0.41 mp
from to 0.05 mp
to 0.70 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
fish
322
life in water
226
fish
4
Under Represented
life in water
148
fish
206
life in water
46
Under Represented
fish
112
life in water
32
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).

medium
47
large
3,335
640px
640px

Aspect Ratio Distribution

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

tall
3
square
3,322
wide
57

Histogram of Object Count by Image

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

    Count Of Objects

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