Dataset Versions
Versions
v1
2024-02-25 1:50pm
Generated on Feb 25, 2024
7114 Total Images
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Dataset Split
Train Set 88%
6225Images
Valid Set 8%
593Images
Test Set 4%
296Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels