BERT-based NER for industrial maintenance logs — extracts Faults, Components, Actions and Equipment from unstructured text. Bilingual Streamlit UI, batch processing, spaCy weak-labelling pipeline and Docker deployment.
nlp docker transformers pytorch spacy event-extraction ner bert smart-manufacturing streamlit industrial-maintenance industrial-text
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Updated
Jul 25, 2026 - Python