Dataset Analytics

Generated on November 05, 2023 at 7:38 am.

Number of Images

5,119

Number of Annotations

5,979

Average Image Size

0.01 mp

Median Image Ratio

120x120
square

Class Balance

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

Classes

all
train
valid
test
1,913
1,482
1,453
1,131
1325
1071
776
Under Represented
354
277
245
234
134
110
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 (120x120).

2,991
1,461
622
45
> 1024x1024
120px
120px

Aspect Ratio Distribution

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

tall
301
square
4,165
wide
644
very wide
8
> 1.5:1
extremely wide
1
> 2.5:1

Annotation Heatmap

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

all
iphone (1,131)
glasses (1,482)
no_glasses (1,453)
backpack (1,913)

Histogram of Object Count by Image

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

all
iphone
glasses
no_glasses
backpack
    4457 imgs
    2228.5
  • 0
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
Count of all objects

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