Solar Cell Defect

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Solar Cell

Classification

Solar Cell Image Dataset

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Versions
2023-11-27 12:11am
v2
Nov 26, 2023
2023-11-20 2:09am
v1
Nov 19, 2023
v2

2023-11-27 12:11am

Generated on Nov 26, 2023
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1867 Total Images

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Dataset Split

Train Set 88%
1641Images
Valid Set 8%
151Images
Test Set 4%
75Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels