Dataset Analytics

Generated on February 27, 2024 at 4:45 pm.

Number of Images

2,040

Number of Annotations

2,438

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
739
657
273
Under Represented
Under Represented
Under Represented
586
532
217
Under Represented
Under Represented
Under Represented
153
125
56
Under Represented
Under Represented
Under Represented
Missing
Missing
Missing
0
Missing
Missing
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
2,040

Annotation Heatmap

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

all
muzzle (273)
universe (47)
rear_view (657)
single_bovine (544)
stature (739)
front_view (178)

Histogram of Object Count by Image

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

all
muzzle
universe
rear_view
single_bovine
stature
front_view
    1370 imgs
    685
  • 0
  • 1
  • 2
Count of all objects

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