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E. C. Ashinze

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Conference Aug 2026

A Hybrid CNN–Vision Language Model Framework for Visual Fire Detection and Context-Aware Decision Support in Oil and Gas Facilities

This paper provides the first end-to-end CNN-VLM fire detection and decision-support framework specialised to the petroleum industry, quantitative benchmarks in the use of YOLO26-based fire and smoke detection on fused industrial data, and a deployable architecture that closes the gap between automated fire detection a...

E. C. Ashinze, E. P. Okoneyo · 0 citations
Conference Aug 2026

SafetyBuddy: A Multimodal LLM-Based Safety Intelligence Platform for Regulatory Compliance in Process Industries

The problems addressed in this paper are platform architecture, multimodal data fusion and LLM grounding mechanism in the Nigerian industrial system in addition to evaluation metrics, security control, human-in-the-loop validation of safety alerts and the limitations to real-world deployment.

E. C. Ashinze · 0 citations

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