AI for Root Cause Analysis & Visual Inspection
The AI-powered Root Cause Analysis chatbot, built on the Ollama Mistral model, aids manufacturers in identifying defect root causes by analyzing contextual information and historical data. The Automated Visual Inspection System utilizes YOLO v8 models for object detection and EasyOCR for optical character recognition, enabling real-time inspection and report generation. By combining these technologies, manufacturers can streamline processes, enhance product quality, and empower teams to make data-driven decisions.
Authors
- M. Karthiga
- D. Kavitha (ORCID: https://orcid.org/0000-0002-2085-368X)
- J. S. Srinita
Institutions
- KPR Institute of Engineering and Technology (IN)
Publication Details
- Published
- 2025-05-23
- DOI
- https://doi.org/10.1109/iccc64910.2025.11077313
- Primary Topic
- Anomaly Detection Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00