Dataset Versions
Versions
v1
2023-11-03 1:17am
Generated on Nov 2, 2023
3106 Total Images
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Dataset Split
Train Set 88%
2718Images
Valid Set 8%
259Images
Test Set 4%
129Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 57% Maximum Zoom
Grayscale: Apply to 25% of images
Cutout: 3 boxes with 10% size each
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Blur: Up to 2.5px