Dataset Versions
v2
2023-06-04 2:56am
Generated on Jun 3, 2023
3026 Total Images
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Dataset Split
Train Set 87%
2646Images
Valid Set 8%
250Images
Test Set 4%
130Images
Preprocessing
Auto-Orient: Applied
Static Crop: 8-82% Horizontal Region, 15-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -16° and +16°
Brightness: Between -28% and +28%
Blur: Up to 2px
Cutout: 11 boxes with 9% size each
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 8% of pixels