Dataset Analytics

Generated on May 28, 2023 at 9:38 pm.

Number of Images

9,302
0 missing annotations
0 null examples

Number of Annotations

15,205
1.6 per image (average)
Across 5 classes

Average Image Size

0.41 mp
from to 0.41 mp
to 0.41 mp

Median Image Ratio

640x640
square

Class Balance

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

Classes

screwdriver
5,243
hammer
4,687
pliers
2,394
wrench
2,180
Under Represented
drill
701
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.

All images are the same size, 640x640.

Aspect Ratio Distribution

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

square
9,302

Annotation Heatmap

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

all
hammer (4,687)
pliers (2,394)
wrench (2,180)
screwdriver (5,243)
drill (701)

Histogram of Object Count by Image

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

all
hammer
pliers
wrench
screwdriver
drill
    7473 imgs
    3736.5
  • 1
  • 2-10
  • 11-19
  • 20-28
  • 29-37
  • 38-46
  • 47-55
  • 56-64
  • 65-73
  • 74-82
Count of all objects

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