Dataset Versions
v3
2024-01-16 8:33pm
Generated on Jan 16, 2024
95 Total Images
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Dataset Split
Train Set 85%
81Images
Valid Set 7%
7Images
Test Set 7%
7Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 4 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 8% Maximum Zoom
Rotation: Between -10° and +10°
Grayscale: Apply to 20% of images
Hue: Between -25° and +25°
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Noise: Up to 0.98% of pixels