Dataset Versions
v1
2023-12-03 5:28pm
Generated on Dec 3, 2023
1059 Total Images
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Dataset Split
Train Set 75%
795Images
Valid Set 12%
132Images
Test Set 12%
132Images
Preprocessing
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 100% of images
Hue: Between -10° and +10°
Saturation: Between -15% and +15%
Brightness: Between 0% and +15%
Exposure: Between -1% and +1%