Dataset Versions
v3
2024-04-15 9:40pm
Generated on Apr 15, 2024
620 Total Images
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Dataset Split
Train Set 90%
560Images
Valid Set 6%
40Images
Test Set 3%
20Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 4
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -11° and +11°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 3px
Noise: Up to 1.33% of pixels