Dataset Analytics

Generated on September 09, 2024 at 9:27 am.

Number of Images

180
0 missing annotations

Number of Annotations

354
2.0 per image (average)
Across 4 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
T
102
T-HEAD
98
CT
77
CT-HEAD
77
T
67
T-HEAD
63
CT
57
CT-HEAD
57
T
26
T-HEAD
26
CT
12
Under Represented
CT-HEAD
12
Under Represented
T
9
T-HEAD
9
CT
8
CT-HEAD
8

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
180

Annotation Heatmap

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

all
T (102)
T-HEAD (98)
CT (77)
CT-HEAD (77)

Histogram of Object Count by Image

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

all
T
T-HEAD
CT
CT-HEAD
    160 imgs
    80
  • 0
  • 1
  • 2
  • 3
  • 4
Count of all objects

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