Dataset Analytics

Generated on August 22, 2023 at 2:29 am.

Number of Images

4,129
0 missing annotations
0 null examples

Number of Annotations

8,362
2.0 per image (average)
Across 2 classes

Average Image Size

2.07 mp
from to 0.18 mp
to 8.85 mp

Median Image Ratio

1920x1080
wide

Class Balance

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

Classes

all
train
valid
test
cyclist
6,344
person
2,018
Under Represented
cyclist
5266
person
1819
Under Represented
cyclist
759
person
199
Under Represented
cyclist
319
person
0
Missing

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 (1920x1080).

medium
231
jumbo
3,898
> 1024x1024
1920px
1080px

Aspect Ratio Distribution

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

tall
439
wide
3,690

Annotation Heatmap

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

all
cyclist (6,344)
person (2,018)

Histogram of Object Count by Image

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

all
cyclist
person
    2330 imgs
    1165
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
Count of all objects

Similar Projects

See More