Dataset Versions
v4
2024-07-24 12:08am
Generated on Jul 24, 2024
3371 Total Images
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Dataset Split
Train Set 95%
3192Images
Valid Set 5%
179Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -20° and +20°
Saturation: Between -30% and +30%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 1.56% of pixels