# DS-MVTec

## defect classes
```python
defects_dict = {
    "bottle": {'broken_large': 1, 'broken_small': 2, 'contamination': 3},
    "cable": {'bent_wire': 1, 'cable_swap': 2, 'combined': 3, 'cut_inner_insulation': 4, 'cut_outer_insulation': 5, 'missing_cable': 6, 'missing_wire': 7, 'poke_insulation': 8},
    "capsule": {'crack': 1, 'poke': 2, 'faulty_imprint': 3, 'scratch': 4, 'squeeze': 5},
    "carpet": {'color': 1, 'cut': 2, 'hole': 3, 'metal_contamination': 4, 'thread': 5},
    "grid": {'bent': 1, 'broken': 2, 'glue': 3, 'metal_contamination': 4, 'thread': 5},
    "hazelnut": {'cut': 1, 'crack': 2, 'hole': 3, 'print': 4},
    "leather": {'color': 1, 'cut': 2, 'fold': 3, 'glue': 4, 'poke': 5},
    "metal_nut": {'scratch': 1, 'bent': 2, 'color': 3},
    "pill": {'color': 1, 'contamination': 2, 'crack': 3, 'faulty_imprint': 4, 'scratch':5, 'pill_type': 6},
    "screw": {'manipulated_front': 1, 'scratch_head': 2, 'scratch_neck': 3, 'thread_side': 4, 'thread_top': 5},
    "tile": {'crack': 1, 'glue_strip': 2, 'gray_stroke': 3, 'oil': 4, 'rough': 5},
    "toothbrush": {'contamination': 1, 'missing':2, 'messy':3},
    "transistor": {'bent_lead': 1, 'cut_lead': 2, 'damaged_case': 3, 'misplaced': 4},
    "wood": {'color': 1, 'crack': 2, 'scratch': 3, 'hole': 4, 'liquid': 5},
    "zipper": {'broken_teeth': 1, 'fabric_border': 2, 'fabric_interior': 3, 'split_teeth': 4, 'squeezed_teeth': 5}
}

```