Dataset Versions
v4
99-99-99-99 -80-20-
Generated on Feb 14, 2024
1028 Total Images
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Dataset Split
Train Set 92%
948Images
Valid Set 4%
40Images
Test Set 4%
40Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -10% and +10%
Noise: Up to 0.1% of pixels