Project 5th semester

potato disease classification

Classification

potato disease classification Image Dataset

v1

2023-12-24 2:00pm

Generated on Dec 24, 2023

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