Dataset Analytics

Generated on October 22, 2024 at 9:56 am.

Number of Images

4,196

Number of Annotations

33,692

Average Image Size

0.31 mp

Median Image Ratio

640x482
wide

Class Balance

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

Classes

all
train
valid
test
car
11,738
8,688
5,534
np
3,291
1,657
Under Represented
1,337
Under Represented
bus
1,188
Under Represented
259
Under Represented
car
8987
6607
4136
np
2511
1290
Under Represented
1025
Under Represented
bus
871
Under Represented
194
Under Represented
car
2751
2081
1398
np
780
367
Under Represented
312
Under Represented
bus
317
Under Represented
65
Under Represented
car
0
Missing
Missing
0
Missing
np
0
Missing
0
Missing
0
Missing
bus
0
Missing
0
Missing

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 (640x482).

3
1,186
1,504
1,503
> 1024x1024
640px
482px

Aspect Ratio Distribution

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

tall
122
square
8
wide
4,059
very wide
5
> 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

    Similar Projects

    See More