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wallplug-dataset

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tk-yasuno / multimodal-ad-lora-wallplug

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An innovative anomaly detection system for manufacturing industries. Integrating MVTec AD dataset, MiniCPM language model, and LoRA explanation generation, achieving AUC 0.7175 practical-level anomaly detection performance on 416 complete wallplugs dataset.

computer-vision industrial-automation lora unsupervised-learning anomaly-detection interpretable-ml explainable-ai quality-inspection defect-detection industrial-ai mvtec-ad explanation-generation minicpm auc-evaluation manufacturing-anomaly-detection wallplug-dataset domain-specific-ai
  • Updated Sep 28, 2025
  • Python

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