Dataset Versions
v1
2024-08-27 8:42am
Generated on Aug 27, 2024
1531 Total Images
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Dataset Split
Train Set 94%
1446Images
Valid Set 6%
85Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x400
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
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 1.3px
Noise: Up to 0.3% of pixels