Dataset Analytics

Generated on August 19, 2022 at 2:44 pm.

Number of Images

2,773
0 missing annotations

Number of Annotations

7,470
2.7 per image (average)
Across 8 classes

Average Image Size

0.44 mp
from to 0.03 mp

Median Image Ratio

766x594
wide

Class Balance

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

Classes

person
2,330
vehicle
1,814
bicycle
1,008
fire-extinguisher
806
traffic-cone
661
Under Represented
reflective-clothes
344
Under Represented
speed-bump
278
Under Represented
safety-triangle
229
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 (766x594).

small
8
medium
899
large
1,339
jumbo
527
> 1024x1024
766px
594px

Aspect Ratio Distribution

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

tall
314
square
659
wide
1,764
very wide
34
> 1.5:1
extremely wide
2
> 2.5:1

Annotation Heatmap

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

all
speed-bump (278)
traffic-cone (661)
safety-triangle (229)
fire-extinguisher (806)
reflective-clothes (344)
person (2,330)
bicycle (1,008)
vehicle (1,814)

Histogram of Object Count by Image

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

all
speed-bump
traffic-cone
safety-triangle
fire-extinguisher
reflective-clothes
person
bicycle
vehicle
    1804 imgs
    902
  • 0
  • 1
  • 2-18
  • 19-35
  • 36-52
  • 53-69
  • 70-86
  • 87-103
  • 104-120
  • 121-137
  • 138-154
  • 155-171
Count of all objects

Similar Projects

See More