Dataset Analytics

Generated on October 03, 2023 at 6:20 pm.

Number of Images

117

Number of Annotations

182

Average Image Size

0.92 mp

Median Image Ratio

1280x720
wide

Class Balance

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

Classes

all
train
valid
test
63
Under Represented
44
Under Represented
12
Under Represented
7
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, 1280x720.

Aspect Ratio Distribution

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

wide
117

Annotation Heatmap

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

all
fighting (51)
graffiti (65)
person (63)
threat_position (3)

Histogram of Object Count by Image

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

all
fighting
graffiti
person
threat_position
    65 imgs
    32.5
  • 1
  • 2
Count of all objects

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