corn detection Computer Vision Model
3544 Total Images
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Dataset Split
Train Set 93%
3285Images
Valid Set 5%
166Images
Test Set 2%
93Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
Blur: Up to 2px