BIOENGINEER

Deep learning system scores long jump technique and lifts student performance

Researchers combined YOLOv5, DeepSORT, OpenPose, BiLSTM and Dynamic Time Warping into a long jump teaching system that scored ...
Nature

Fire Detection Systems Using Deep Learning Approaches articles from across Nature Portfolio

This research proposes the design of an autonomous fire detection system based on a Raspberry Pi 3 B+, combined with smoke and flame sensors, enabling real-time monitoring and increased reactivity to ...
Nature

Deep Learning Techniques for Object Detection Systems

Deep learning has revolutionised object detection by automating the localisation and classification of items within images. Contemporary systems employ convolutional neural network (CNN) backbones to ...
EurekAlert!

A review of camouflaged object detection research and the promise of deep learning

A comparison of the number of research papers in two types of COD, traditional and deep learning, within Image-level and Video-level applications. The bar chart shows the increase in overall research ...
BIOENGINEER

Attention-enhanced YOLOv8s advances photovoltaic defect detection

An attention-enhanced version of the YOLOv8s computer-vision model achieved a precision of 93.2%, an F1-score of 92.7% and a ...