Dataset Versions
v4
2024-04-30 10:13pm
Generated on Apr 30, 2024
1827 Total Images
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Dataset Split
Train Set 88%
1599Images
Valid Set 8%
153Images
Test Set 4%
75Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -25% and +25%
Brightness: Between -21% and +21%
Exposure: Between -10% and +10%
Blur: Up to 0.5px
Noise: Up to 1.06% of pixels