A high-performance real-time pipeline for detecting, tracking, and analyzing people in video streams. Achieves ≥25 FPS processing with comprehensive analytics including age and gender estimation.

Abstract: Recent YOLO models, e.g., YOLOv8 through YOLOv11, have advanced object detection accuracy, but often at the cost of increased inference time and computational complexity, which limits their ...

Abstract: The integration of Internet of Things (IoT) devices in industrial applications has become viable due to advancements in ubiquitous computing that enable complex machine learning (ML) tasks ...