Dataset Versions
v5
2024-08-23 2:08pm
Generated on Aug 23, 2024
3415 Total Images
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Dataset Split
Train Set 92%
3145Images
Valid Set 5%
180Images
Test Set 3%
90Images
Preprocessing
Resize: Stretch to 680x480
Augmentations
Outputs per training example: 5
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