Dataset Versions
v2
lastest
Generated on Jan 19, 2024
2834 Total Images
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Dataset Split
Train Set 88%
2481Images
Valid Set 8%
236Images
Test Set 4%
117Images
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