Dataset Analytics

Generated on October 29, 2024 at 8:28 am.

Number of Images

452
0 missing annotations

Number of Annotations

574
1.3 per image (average)
Across 2 classes

Average Image Size

5.04 mp
from to 5.04 mp
to 5.04 mp

Median Image Ratio

2592x1944
wide

Class Balance

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

Classes

all
train
valid
test
line
455
point
119
Under Represented
line
428
point
77
Under Represented
line
14
point
22
line
13
point
20

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, 2592x1944.

Aspect Ratio Distribution

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

wide
452

Annotation Heatmap

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

all
line (455)
point (119)

Histogram of Object Count by Image

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

all
line
point
    320 imgs
    160
  • 0
  • 1
  • 2
Count of all objects

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