heriot watt university

Solar Panel defect detection

Object Detection

Solar Panel defect detection Image Dataset

v2

2022-08-22 9:12pm

Generated on Aug 22, 2022

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Dataset Split

Train Set 91%
924Images
Valid Set 5%
52Images
Test Set 4%
36Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Noise: Up to 5% of pixels