E. P. Okoneyo

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...