Dataset Versions
Versions
v1
2023-02-05 12:12pm
Generated on Feb 5, 2023
587 Total Images
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Dataset Split
Train Set 88%
519Images
Valid Set 8%
46Images
Test Set 4%
22Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 216x216
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -20° and +20°
Shear: ±17° Horizontal, ±13° Vertical
Saturation: Between -68% and +68%
Brightness: Between -25% and +25%
Blur: Up to 1.5px
Cutout: 7 boxes with 10% size each
Mosaic: Applied
Bounding Box: Rotation: Between -11° and +11°