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README.md

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+---
+license: mit
+task_categories:
+- image-classification
+- zero-shot-image-classification
+tags:
+- anomaly-detection
+- mvtec-ad
+- cable
+- quality-control
+- computer-vision
+size_categories:
+- n<1K
+---
+
+# MVTec AD - Cable Dataset
+
+This is the Cable subset from the [MVTec Anomaly Detection](https://www.mvtec.com/company/research/datasets/mvtec-ad) dataset.
+
+## Dataset Structure
+
+```
+cable/
+├── train/
+│   └── good/           # 224 normal training images
+└── test/
+    ├── good/           # 58 normal test images
+    ├── bent_wire/      # 14 images
+    ├── cable_swap/     # 14 images
+    ├── combined/       # 13 images
+    ├── cut_inner_insulation/  # 16 images
+    ├── cut_outer_insulation/  # 12 images
+    ├── missing_cable/  # 14 images
+    ├── missing_wire/   # 11 images
+    └── poke_insulation/  # 12 images
+```
+
+## Defect Types
+
+- **bent_wire**: Cables with bent wires
+- **cable_swap**: Wrong cable used
+- **combined**: Multiple defects
+- **cut_inner_insulation**: Inner insulation damage
+- **cut_outer_insulation**: Outer insulation damage
+- **missing_cable**: Missing cable
+- **missing_wire**: Missing wire
+- **poke_insulation**: Punctured insulation
+
+## Usage
+
+For EfficientAD anomaly detection training and evaluation.
+
+## Citation
+
+```bibtex
+@inproceedings{bergmann2019mvtec,
+  title={MVTec AD--A Comprehensive Real-World Dataset for Unsupervised Anomaly Detection},
+  author={Bergmann, Paul and Fauser, Michael and Sattlegger, David and Steger, Carsten},
+  booktitle={CVPR},
+  year={2019}
+}
+```
+
+## License
+
+This dataset is made available under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (CC BY-NC-SA 4.0).