Senior Project 2 Dataset
v3
2024-04-06 10:33pm
Generated on Apr 7, 2024
820 Total Images
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Dataset Split
Train Set 97%
792Images
Valid Set 2%
15Images
Test Set 2%
13Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 29% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -23° and +23°
Saturation: Between -34% and +34%
Brightness: Between -21% and +21%
Exposure: Between -15% and +15%
Noise: Up to 1.88% of pixels