Dataset Versions
Versions
v1
model_roboflow
Generated on Jul 4, 2024
2157 Total Images
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Dataset Split
Train Set 93%
2010Images
Valid Set 5%
106Images
Test Set 2%
41Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 15% of images
Hue: Between -20° and +20°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Blur: Up to 2.5px