Maize Diseases Classification Computer Vision Dataset
Versions
2400 Total Images
View All Images
Dataset Split
Train Set 88%
2100Images
Valid Set 6%
150Images
Test Set 6%
150Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -10° and +10°
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Exposure: Between -12% and +12%
Blur: Up to 1.5px
Noise: Up to 1.21% of pixels