Dataset Versions
v1
2024-09-03 12:31am
Generated on Sep 3, 2024
2542 Total Images
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Dataset Split
Train Set 92%
2346Images
Valid Set 5%
137Images
Test Set 2%
59Images
Preprocessing
Auto-Orient: Applied
Static Crop: 12-91% Horizontal Region, 12-83% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Hue: Between -21° and +21°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.26% of pixels