Dataset Versions
v1
SmallFringesDetected
Generated on Jan 24, 2024
551 Total Images
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Dataset Split
Train Set 88%
483Images
Valid Set 6%
34Images
Test Set 6%
34Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Exposure: Between -10% and +10%
Blur: Up to 2.5px