drill Computer Vision Dataset
47 Total Images
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Dataset Split
Train Set 83%
39Images
Valid Set 9%
4Images
Test Set 8%
4Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±13° Horizontal, ±12° Vertical
Exposure: Between -12% and +12%