AIRenewableEnergy

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solarPanel

Semantic Segmentation

solarPanel Image Dataset

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Versions
solarPanel_RenewableEnergy_Dataset
v1
Mar 10, 2023
v1

solarPanel_RenewableEnergy_Dataset

Generated on Mar 10, 2023
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508 Total Images

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Dataset Split

Train Set 87%
444Images
Valid Set 8%
42Images
Test Set 4%
22Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels