Dataset Analytics

Generated on August 27, 2024 at 1:56 am.

Number of Images

635

Number of Annotations

10,886

Average Image Size

2.07 mp

Median Image Ratio

1920x1080
wide

Class Balance

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

Classes

all
train
valid
test
9,900
bus
326
Under Represented
Under Represented
266
Under Represented
van
69
Under Represented
7668
bus
242
Under Represented
Under Represented
184
Under Represented
van
62
Under Represented
1599
bus
57
Under Represented
Under Represented
58
Under Represented
van
7
Under Represented
633
bus
27
Under Represented
Under Represented
24
Under Represented
van
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 (1920x1080).

220
415
> 1024x1024
1920px
1080px

Aspect Ratio Distribution

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

square
220
wide
415

Annotation Heatmap

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

all
bus (326)
cars (9,900)
truck (266)
motorcycle (325)
van (69)

Histogram of Object Count by Image

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

all
bus
cars
truck
motorcycle
van
    240 imgs
    120
  • 0
  • 1
  • 2-7
  • 8-13
  • 14-19
  • 20-25
  • 26-31
  • 32-37
  • 38-43
  • 44-49
  • 50-55
Count of all objects

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