Mohamedou Cheikh Tourad

Real-Time Marine Oil Spill Detection Using YOLO-Based Object Detectors

Findings indicate that real-time oil spill monitoring should be assessed jointly on accuracy, strict localization and compute cost, rather than ranked using mAP@50 alone.

Multi-LLM Prototype: Open-source software for adaptive orchestration, conflict resolution, and cost-aware routing across heterogeneous large language models