Dataset Versions
v3
2024-06-04 11:48am
Generated on Jun 4, 2024
1941 Total Images
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Dataset Split
Train Set 88%
1701Images
Valid Set 8%
159Images
Test Set 4%
81Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 29% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Brightness: Between -18% and +18%
Blur: Up to 1.9px
Noise: Up to 1.25% of pixels