weed_detection_sugarcaane Computer Vision Model
251 Total Images
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Dataset Split
Train Set 90%
225Images
Valid Set 7%
17Images
Test Set 3%
9Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 312x312
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%