Dataset Versions
Versions
v1
2024-07-14 3:25pm
Generated on Jul 14, 2024
209 Total Images
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Dataset Split
Train Set 96%
201Images
Valid Set 2%
4Images
Test Set 2%
4Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 10% of images
Hue: Between -8° and +8°
Brightness: Between -15% and +15%
Exposure: Between -7% and +7%
Noise: Up to 0.3% of pixels