Dataset Versions
v3
Increased Training Set
Generated on Jul 31, 2024
3404 Total Images
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Dataset Split
Train Set 99%
3381Images
Valid Set 0%
13Images
Test Set 0%
10Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels