Dataset Analytics

Generated on June 15, 2024 at 3:29 am.

Number of Images

1,361

Number of Annotations

7,321

Average Image Size

12.48 mp

Median Image Ratio

4000x3060
wide

Class Balance

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

Classes

all
train
valid
test
3,744
3,577
2662
2446
713
745
369
386

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 (4000x3060).

1
25
40
1,295
> 1024x1024
4000px
3060px

Aspect Ratio Distribution

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

tall
396
square
19
wide
928
very wide
8
> 1.5:1
extremely wide
10
> 2.5:1

Annotation Heatmap

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

all
fresh (3,577)
no-fresh (3,744)

Histogram of Object Count by Image

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

all
fresh
no-fresh
    661 imgs
    330.5
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
  • 14-15
  • 16-17
Count of all objects

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