Dataset Analytics

Generated on September 17, 2024 at 10:23 am.

Number of Images

65,603

Number of Annotations

408,798

Average Image Size

0.41 mp

Median Image Ratio

640x612
square

Class Balance

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

Classes

all
train
valid
test
115,803
54,260
41,220
38,453
34,450
31,248
29,786
Under Represented
Under Represented
1,525
Under Represented
88706
42439
31622
29740
24690
24327
24016
Under Represented
1305
Under Represented
18156
2428
Under Represented
5496
6390
4618
3954
Under Represented
Under Represented
120
Under Represented
8941
7170
3217
3370
2303
Under Represented
1816
Under Represented
Under Represented
100
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 (640x612).

23
28,194
36,579
807
> 1024x1024
640px
612px

Aspect Ratio Distribution

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

tall
866
square
47,932
wide
16,791
very wide
12
> 1.5:1
extremely wide
2
> 2.5:1

Histogram of Object Count by Image

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

    Count Of Objects

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