Dataset Versions
v2
2023-04-20 1:12am
Generated on Apr 19, 2023
27 Total Images
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Dataset Split
Train Set 81%
22Images
Valid Set 11%
3Images
Test Set 7%
2Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -28° and +28°
Grayscale: Apply to 31% of images
Brightness: Between -40% and +40%
Exposure: Between -12% and +12%
Noise: Up to 5% of pixels