Dataset Versions
v9
2024-06-03 9:25am
Generated on Jun 3, 2024
1196 Total Images
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Dataset Split
Train Set 92%
1101Images
Valid Set 6%
70Images
Test Set 2%
25Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 20% of images
Brightness: Between -21% and +21%
Blur: Up to 1.5px
Noise: Up to 1.85% of pixels