Efficient Detection and Classification of Suspended Solids in Water Using MobileNetV2 under Different Lighting Conditions

Abstract

AbstractGiven the growing challenges related to water quality, it is essential to explore alternative techniques that enable its characterization without relying solely on specialized laboratories, which are often costly and time-consuming. In this ...Practical ApplicationsThe findings of this study demonstrate the feasibility of using MobileNetV2 for detecting and classifying suspended solids in water. Although the model performs well in controlled environments, real-world applications may present ...