Dataset Analytics

Generated on October 02, 2024 at 12:56 am.

Number of Images

1,396
0 missing annotations
0 null examples

Number of Annotations

3,054
2.2 per image (average)
Across 3 classes

Average Image Size

0.41 mp
from to 0.41 mp
to 0.41 mp

Median Image Ratio

640x640
square

Class Balance

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

Classes

all
train
valid
test
perpetrator
1,485
victim
1,424
action
145
Under Represented
perpetrator
983
victim
943
action
97
Under Represented
perpetrator
257
victim
251
action
31
Under Represented
perpetrator
245
victim
230
action
17
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, 640x640.

Aspect Ratio Distribution

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

square
1,396

Annotation Heatmap

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

all
perpetrator (1,485)
victim (1,424)
action (145)

Histogram of Object Count by Image

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

all
perpetrator
victim
action
    1067 imgs
    533.5
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
Count of all objects

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