Dataset Analytics

Generated on January 01, 2024 at 2:18 pm.

Number of Images

500

Number of Annotations

515

Average Image Size

0.11 mp

Median Image Ratio

370x273
wide

Class Balance

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

Classes

all
train
valid
test
Under Represented
8
Missing
Under Represented
4
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 (370x273).

31
369
91
9
> 1024x1024
370px
273px

Aspect Ratio Distribution

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

tall
138
square
23
wide
339

Annotation Heatmap

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

all
TrafficLight (53)
NoParking (52)
NoPedestrian (50)
StopSign (50)
NoEntry (59)
SpeedBreaker (50)
NoUTurn (50)
NoHorn (50)
NoRightTurn (50)
NoLeftTurn (51)

Histogram of Object Count by Image

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

all
TrafficLight
NoParking
NoPedestrian
StopSign
NoEntry
SpeedBreaker
NoUTurn
NoHorn
NoRightTurn
NoLeftTurn
    488 imgs
    244
  • 1
  • 2
  • 3
  • 4
Count of all objects

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