Dataset Versions
Versions
v1
2024-06-06 5:13am
Generated on Jun 5, 2024
661 Total Images
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Dataset Split
Train Set 88%
579Images
Valid Set 8%
55Images
Test Set 4%
27Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels