Dataset Analytics

Generated on February 07, 2023 at 1:05 pm.

Number of Images

317
0 missing annotations
0 null examples

Number of Annotations

399
1.3 per image (average)
Across 4 classes

Average Image Size

0.92 mp
from to 0.05 mp
to 2.07 mp

Median Image Ratio

720x1280
tall

Class Balance

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

Classes

driver-nohelmet
179
passenger-in-trunk
118
driver-with-helmet
76
passenger-by-driver
26
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 (720x1280).

medium
10
large
274
jumbo
33
> 1024x1024
720px
1280px

Aspect Ratio Distribution

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

tall
196
square
3
wide
118

Annotation Heatmap

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

all
passenger-in-trunk (118)
driver-with-helmet (76)
passenger-by-driver (26)
driver-nohelmet (179)

Histogram of Object Count by Image

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

all
passenger-in-trunk
driver-with-helmet
passenger-by-driver
driver-nohelmet
    237 imgs
    118.5
  • 1
  • 2
  • 3
Count of all objects

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