Dataset Versions
Versions
v1
2024-07-23 8:18am
Generated on Jul 23, 2024
4462 Total Images
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Dataset Split
Train Set 96%
4296Images
Valid Set 4%
166Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Noise: Up to 1.05% of pixels