Project 5th semester

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potato disease classification

Classification

potato disease classification Image Dataset

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Versions
2023-12-24 2:00pm
v1
Dec 24, 2023
v1

2023-12-24 2:00pm

Generated on Dec 24, 2023
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5164 Total Images

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Dataset Split

Train Set 87%
4518Images
Valid Set 8%
431Images
Test Set 4%
215Images

Preprocessing

Auto-Orient: Applied
Static Crop: 10-80% Horizontal Region, 16-89% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 16% Maximum Zoom