Dataset Versions
v1
2023-02-14 11:06am
Generated on Feb 14, 2023
530 Total Images
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Dataset Split
Train Set 96%
510Images
Valid Set 2%
13Images
Test Set 1%
7Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -5° and +5°
Shear: ±5° Horizontal, ±5° Vertical
Brightness: Between -20% and +20%
Exposure: Between -5% and +5%
Blur: Up to 0.75px
Noise: Up to 2% of pixels