Dataset Versions
v5
2024-08-21 10:02am
Generated on Aug 21, 2024
681 Total Images
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Dataset Split
Train Set 98%
669Images
Valid Set 1%
10Images
Test Set 0%
2Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 23% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±12° Horizontal, ±11° Vertical
Brightness: Between -17% and +17%
Noise: Up to 1.31% of pixels