Dataset Versions
Versions
v1
2024-10-28 10:58am
Generated on Oct 28, 2024
641 Total Images
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Dataset Split
Train Set 88%
561Images
Valid Set 8%
53Images
Test Set 4%
27Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels