Dataset Versions
Versions
v1
2024-05-15 5:04pm
Generated on May 15, 2024
1402 Total Images
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Dataset Split
Train Set 88%
1227Images
Valid Set 8%
117Images
Test Set 4%
58Images
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, 10% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Noise: Up to 1.01% of pixels