Dataset Versions
v4
2023-07-04 11:56am
Generated on Jul 4, 2023
570 Total Images
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Dataset Split
Train Set 87%
498Images
Valid Set 8%
47Images
Test Set 4%
25Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -45° and +45°
Shear: ±19° Horizontal, ±14° Vertical
Hue: Between -25° and +25°
Brightness: Between 0% and +25%
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -45% and +45%
Bounding Box: Noise: Up to 5% of pixels