Dataset Versions
Versions
v1
2023-08-27 5:37pm
Generated on Aug 27, 2023
634 Total Images
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Dataset Split
Train Set 88%
555Images
Valid Set 8%
53Images
Test Set 4%
26Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-69% Horizontal Region, 25-73% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -9° and +9°
Shear: ±13° Horizontal, ±19° Vertical
Saturation: Between -25% and +25%
Noise: Up to 7% of pixels