Dataset Versions
v2
2024-02-13 8:21am
Generated on Feb 13, 2024
272 Total Images
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Dataset Split
Train Set 88%
240Images
Valid Set 10%
27Images
Test Set 2%
5Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels
Cutout: 3 boxes with 10% size each
Bounding Box: Flip: Horizontal