Dataset Versions
v17
2024-07-04 10:00am
Generated on Jul 4, 2024
18000 Total Images
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Dataset Split
Train Set 89%
16000Images
Valid Set %
0Images
Test Set 11%
2000Images
Preprocessing
Resize: Stretch to 960x540
Modify Classes: 0 remapped, 6 dropped
Augmentations
Outputs per training example: 2
Flip: Horizontal
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -20% and +20%
Blur: Up to 4px
Noise: Up to 1.53% of pixels