Dataset Analytics

Generated on August 04, 2024 at 6:19 am.

Number of Images

203

Number of Annotations

941

Average Image Size

1.64 mp

Median Image Ratio

1280x1280
square

Class Balance

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

Classes

all
train
valid
test
car
722
Under Represented
Under Represented
bus
39
Under Represented
Under Represented
car
480
Under Represented
Under Represented
bus
30
Under Represented
Missing
car
141
Under Represented
bus
6
Under Represented
Missing
car
101
Under Represented
Under Represented
bus
3
Under Represented
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 (1280x1280).

1
202
> 1024x1024
1280px
1280px

Aspect Ratio Distribution

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

square
202
wide
1

Annotation Heatmap

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

all
car (722)
pickup-truck (105)
motorcycle (74)
bus (39)
vehicles (1)

Histogram of Object Count by Image

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

all
car
pickup-truck
motorcycle
bus
vehicles
    91 imgs
    45.5
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
  • 23-25
Count of all objects

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