SMT_Rough_Clamp_Pattern_Location Computer Vision Dataset
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TXT annotations and YAML config used with YOLO26.
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TXT annotations and YAML config used with YOLOv12.
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TXT annotations and YAML config used with YOLOv11.
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COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
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28 Total Images
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Dataset Split
Train Set 86%
24Images
Valid Set 11%
3Images
Test Set 3%
1Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -6° and +6°
Shear: ±10° Horizontal, ±10° Vertical
Noise: Up to 10% of pixels
Cutout: 25 boxes with 2% size each