Dataset Versions
Versions
v1
2023-03-19 11:08pm
Generated on Mar 19, 2023
302 Total Images
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Dataset Split
Train Set 90%
273Images
Valid Set 5%
14Images
Test Set 5%
15Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -17° and +17°
Grayscale: Apply to 31% of images
Noise: Up to 1% of pixels
Cutout: 3 boxes with 10% size each