N. Mahmood

Image-based air quality classification: superior performance of a VGG16 feature extraction and random forest pipeline

A hybrid pipeline that combines deep learning feature extraction with traditional machine learning classification for image-based air quality assessment and shows a significant potential for combining deep feature extraction with traditional machine learning algorithms to create scalable environmental monitoring system...