Dataset Versions
Versions
v1
2023-09-20 5:45pm
Generated on Sep 20, 2023
12870 Total Images
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Dataset Split
Train Set 91%
11676Images
Valid Set 6%
780Images
Test Set 3%
414Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -29° and +29°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 1.75px
Noise: Up to 3% of pixels