Forage Friend AI Dataset
Versions
v1
2024-06-18 7:00pm
Generated on Jun 18, 2024
8085 Total Images
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Dataset Split
Train Set 92%
7432Images
Valid Set 4%
306Images
Test Set 4%
347Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -14° and +14°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -20% and +20%
Brightness: Between -25% and +25%
Blur: Up to 3px
Noise: Up to 2% of pixels