Dataset Versions
v6
2024-08-28 11:05am
Generated on Aug 28, 2024
4274 Total Images
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Dataset Split
Train Set 95%
4050Images
Valid Set 3%
135Images
Test Set 2%
89Images
Preprocessing
Resize: Stretch to 680x480
Augmentations
Outputs per training example: 6
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Saturation: Between -25% and +25%
Brightness: Between -10% and +10%
Blur: Up to 2px
Noise: Up to 1% of pixels