Dataset Versions
v5
2024-04-30 6:12pm
Generated on Apr 30, 2024
2538 Total Images
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Dataset Split
Train Set 81%
2049Images
Valid Set 10%
244Images
Test Set 10%
245Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%