Template-based Feature Aggregation Network for industrial anomaly detection (EAAI 2024)

PyTorch implementation and for EAAI2024 paper, Template-based Feature Aggregation Network for industrial anomaly detection.

Download Datasets

Please download MVTecAD dataset from MVTecAD dataset and MVTecLOCOAD dataset from MVTecLOCOAD dataset.

Citation

If you find this repository useful, please consider citing our work:

@article{luo2024template,
  title={Template-based Feature Aggregation Network for industrial anomaly detection},
  author={Luo, Wei and Yao, Haiming and Yu, Wenyong},
  journal={Engineering Applications of Artificial Intelligence},
  volume={131},
  pages={107810},
  year={2024},
  publisher={Elsevier}
}