Dataset Versions
v8
2024-09-29 4:33pm
Generated on Sep 29, 2024
450 Total Images
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Dataset Split
Train Set 83%
372Images
Valid Set 13%
57Images
Test Set 5%
21Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -24° and +24°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.93% of pixels