hsr20_screw_material Dataset
v1
2024-08-08 11:41pm
Generated on Aug 8, 2024
322 Total Images
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Dataset Split
Train Set 88%
282Images
Valid Set 8%
26Images
Test Set 4%
14Images
Preprocessing
Resize: Stretch to 640x480
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
Cutout: 3 boxes with 10% size each
Bounding Box: Blur: Up to 2.5px