Dataset Versions
v3
2023-07-14 4:05pm
Generated on Jul 14, 2023
477 Total Images
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Dataset Split
Train Set 88%
420Images
Valid Set 8%
39Images
Test Set 4%
18Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 31% Maximum Zoom
Rotation: Between -28° and +28°
Shear: ±20° Horizontal, ±18° Vertical
Cutout: 3 boxes with 6% size each
Mosaic: Applied