Dataset Versions
v1
2024-01-18 4:22pm
Generated on Jan 18, 2024
2063 Total Images
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Dataset Split
Train Set 88%
1806Images
Valid Set 8%
172Images
Test Set 4%
85Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 20% of images
Hue: Between -20° and +20°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2px
Noise: Up to 1.76% of pixels