Dataset Analytics

Generated on September 14, 2024 at 2:06 pm.

Number of Images

47

Number of Annotations

1,530

Average Image Size

33.18 mp

Median Image Ratio

4320x7680
tall

Class Balance

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

Classes

all
train
valid
test
534
Car
488
LP
418
Under Represented
334
Car
319
LP
278
Under Represented
119
Car
104
LP
84
Under Represented
81
Car
65
LP
56
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.

All images are the same size, 4320x7680.

Aspect Ratio Distribution

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

tall
47

Annotation Heatmap

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

all
Lane (534)
Pavement (90)
Car (488)
LP (418)

Histogram of Object Count by Image

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

all
Lane
Pavement
Car
LP
    25 imgs
    12.5
  • 1
  • 2-7
  • 8-13
  • 14-19
  • 20-25
  • 26-31
  • 32-37
  • 38-43
  • 44-49
  • 50-55
  • 56-61
Count of all objects

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