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Public Transport Detection & Classification

Object Detection

Dataset Analytics

Generated on January 22, 2023 at 3:08 am.

Number of Images

30
0 missing annotations

Number of Annotations

43
1.4 per image (average)
Across 3 classes

Average Image Size

0.17 mp
from to 0.17 mp
to 0.79 mp

Median Image Ratio

416x416
square

Class Balance

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

Classes

Taxi
22
Bus
11
Train
10
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 (416x416).

medium
20
large
10
416px
416px

Aspect Ratio Distribution

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

tall
2
square
20
wide
8

Annotation Heatmap

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

all
Bus (11)
Taxi (22)
Train (10)

Histogram of Object Count by Image

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

all
Bus
Taxi
Train
    23 imgs
    11.5
  • 0
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
Count of all objects

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