Dataset Versions
v3
2023-04-05 12:35am
Generated on Apr 4, 2023
109 Total Images
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Dataset Split
Train Set 80%
87Images
Valid Set 17%
18Images
Test Set 4%
4Images
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 -17° and +17°
Brightness: Between -25% and +25%
Exposure: Between -20% and +20%
Noise: Up to 7% of pixels