Dataset Analytics

Generated on March 02, 2024 at 3:24 pm.

Number of Images

45
0 missing annotations
0 null examples

Number of Annotations

104
2.3 per image (average)
Across 2 classes

Average Image Size

0.02 mp
from to 0.02 mp
to 0.02 mp

Median Image Ratio

150x150
square

Class Balance

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

Classes

all
train
valid
test
Buildings
71
Streets
33
Under Represented
Buildings
47
Streets
26
Under Represented
Buildings
16
Streets
3
Under Represented
Buildings
8
Streets
4
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.

All images are the same size, 150x150.

Aspect Ratio Distribution

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

square
45

Annotation Heatmap

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

all
Buildings (71)
Streets (33)

Histogram of Object Count by Image

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

all
Buildings
Streets
    20 imgs
    10
  • 1
  • 2
  • 3
  • 4
Count of all objects

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