Dataset Analytics

Generated on June 03, 2023 at 3:33 pm.

Number of Images

2,097

Number of Annotations

3,291

Average Image Size

0.23 mp

Median Image Ratio

640x360
wide

Class Balance

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

Classes

964
644
537
443
136
Under Represented
135
Under Represented
120
Under Represented
105
Under Represented
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 (640x360).

1,271
826
640px
360px

Aspect Ratio Distribution

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

tall
826
wide
1,271

Annotation Heatmap

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

all
straight (644)
no_U_turn (105)
stop (443)
left (964)
U_turn (120)
speed_limit (105)
danger (136)
right (537)
crossing (135)
no_parking (102)

Histogram of Object Count by Image

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

all
straight
no_U_turn
stop
left
U_turn
speed_limit
danger
right
crossing
no_parking
    1161 imgs
    580.5
  • 1
  • 2
  • 3
  • 4
Count of all objects

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