Dataset Analytics

Generated on April 11, 2024 at 10:21 am.

Number of Images

2,949
0 missing annotations
0 null examples

Number of Annotations

5,087
1.7 per image (average)
Across 2 classes

Average Image Size

0.17 mp
from to 0.01 mp

Median Image Ratio

416x416
square

Class Balance

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

Classes

all
train
valid
test
Forklift
2,749
Person
2,338
Forklift
2289
Person
1971
Forklift
453
Person
349
Forklift
7
Under Represented
Person
18

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).

small
153
medium
2,389
large
280
jumbo
127
> 1024x1024
416px
416px

Aspect Ratio Distribution

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

tall
241
square
1,498
wide
1,206
very wide
4
> 1.5:1

Annotation Heatmap

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

all
Forklift (2,749)
Person (2,338)

Histogram of Object Count by Image

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

all
Forklift
Person
    2117 imgs
    1058.5
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
  • 23-25
  • 26-28
  • 29-31
Count of all objects

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