wheat Computer Vision Model
1339 Total Images
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Dataset Split
Train Set 86%
1152Images
Valid Set 9%
116Images
Test Set 5%
71Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 1024x1024
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 1px
Noise: Up to 1% of pixels