Dataset Analytics

Generated on August 19, 2022 at 6:05 pm.

Number of Images

220

Number of Annotations

485

Average Image Size

0.01 mp

Median Image Ratio

107x110
square

Class Balance

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

Classes

272
176
pv
12
Under Represented
8
Under Represented
Under Represented
Under Represented
3
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 (107x110).

88
< 100x100
126
6
107px
110px

Aspect Ratio Distribution

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

tall
85
square
10
wide
123
very wide
2
> 1.5:1

Annotation Heatmap

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

all
chimney (176)
tube (3)
window (272)
ventilation (7)
pv (12)
dormer (8)
balcony (6)
satellite (1)

Histogram of Object Count by Image

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

all
chimney
tube
window
ventilation
pv
dormer
balcony
satellite
    116 imgs
    58
  • 0
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
  • 14-15
  • 16-17
  • 18-19
Count of all objects

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