Dataset Versions
v1
2024-10-04 7:43am
Generated on Oct 4, 2024
2931 Total Images
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Dataset Split
Train Set 92%
2706Images
Valid Set 8%
225Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Static Crop: 10-91% Horizontal Region, 5-55% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -10° and +10°
Hue: Between -10° and +10°
Brightness: Between -5% and +5%
Exposure: Between -5% and +5%
Noise: Up to 0.1% of pixels