Dataset Analytics

Generated on March 09, 2024 at 8:45 pm.

Number of Images

802
0 missing annotations

Number of Annotations

714
0.9 per image (average)
Across 3 classes

Average Image Size

0.20 mp
from to 0.03 mp

Median Image Ratio

530x375
wide

Class Balance

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

Classes

all
train
valid
test
fire-engine
278
police
253
ambulance
183
fire-engine
195
police
173
ambulance
126
fire-engine
56
police
53
ambulance
38
fire-engine
27
police
27
ambulance
19

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 (530x375).

small
5
medium
521
large
215
jumbo
61
> 1024x1024
530px
375px

Aspect Ratio Distribution

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

tall
40
square
30
wide
728
very wide
3
> 1.5:1
extremely wide
1
> 2.5:1

Annotation Heatmap

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

all
ambulance (183)
police (253)
fire-engine (278)

Histogram of Object Count by Image

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

all
ambulance
police
fire-engine
    614 imgs
    307
  • 0
  • 1
  • 2
  • 3
  • 4
  • 5
Count of all objects

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