Mahmoud Sami

Developing and evaluating automated deep learning and human-in-the-loop vision–language systems for microplastic characterization

Abstract Microplastic (MP) pollution poses escalating environmental risks, demanding efficient and reproducible tools for morphological characterization of plastic particles. Traditional manual microscopy is labour-intensive, operator-dependent, and poorly suited to large-scale m...