Dataset Analytics

Generated on August 02, 2024 at 7:40 am.

Number of Images

30

Number of Annotations

917

Average Image Size

8.29 mp

Median Image Ratio

3840x2160
wide

Class Balance

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

Classes

all
train
valid
test
Car
495
399
23
Under Represented
Car
343
277
15
Under Represented
Car
104
82
8
Under Represented
Car
48
40
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.

All images are the same size, 3840x2160.

Aspect Ratio Distribution

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

wide
30

Annotation Heatmap

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

all
Car (495)
Bike (399)
Truck (23)

Histogram of Object Count by Image

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

all
Car
Bike
Truck
    13 imgs
    6.5
  • 1
  • 2-6
  • 7-11
  • 12-16
  • 17-21
  • 22-26
  • 27-31
  • 32-36
  • 37-41
  • 42-46
Count of all objects

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