Dataset Versions
v2
2024-09-17 6:57am
Generated on Sep 17, 2024
809 Total Images
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Dataset Split
Train Set 88%
708Images
Valid Set 8%
67Images
Test Set 4%
34Images
Preprocessing
Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 9-72% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Hue: Between -20° and +20°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2px
Noise: Up to 0.1% of pixels