Dataset Versions
v3
2024-03-26 10-34am
Generated on Mar 26, 2024
1361 Total Images
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Dataset Split
Train Set 88%
1191Images
Valid Set 8%
114Images
Test Set 4%
56Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 35% Maximum Zoom
Cutout: 6 boxes with 18% size each
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Blur: Up to 2.5px