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DeepLearningSatelliteBuilding

Object Detection

Dataset Analytics

Generated on May 17, 2023 at 4:31 am.

Number of Images

221

0 missing annotations

0 null examples

Number of Annotations

1,238

5.6 per image (average)

Across 4 classes

Average Image Size

0.08 mp

from to 0.01 mp

to 1.12 mp

Median Image Ratio

295x276

wide

Class Balance

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

Classes

roof

807

building

294

106

Add more images with this class to improve the model's ability to learn and predict it.

Under Represented

buildings

Add more images with this class to improve the model's ability to learn and predict it.

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 (295x276).

tiny

< 100x100

small

medium

131

large

jumbo

> 1024x1024

295px

276px

Aspect Ratio Distribution

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

tall

square

wide

167

Annotation Heatmap

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

all

roof (807)

building (294)

ev (106)

buildings (31)

Histogram of Object Count by Image

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

all

roof

building

buildings

101 imgs

50.5

1
2-11
12-21
22-31
32-41
42-51
52-61
62-71
72-81
82-91
92-101

Count of all objects

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