Dataset Versions
v1
2024-02-22 5:14pm
Generated on Feb 22, 2024
5571 Total Images
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Dataset Split
Train Set 88%
4875Images
Valid Set 8%
464Images
Test Set 4%
232Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 2 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -10° and +10°
Hue: Between -15° and +15°
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels