IoT-Enabled Single-Camera Speed Sensor for Smart City Tasks
Mikhail Gorobetz,
Jurijs Timofejevs,
Andrejs Potapovs
et al.
Abstract:This article presents an innovative IoT-enabled single-camera speed sensor designed for smart city applications. The research encompasses the development of both hardware and software components, focusing on a computer vision and artificial neural network-based system. A novel aspect of this study is the implementation of a distance-measuring algorithm that eliminates the need for expensive LIDAR sensors traditionally used in speed cameras. Instead, the system relies on convolutional neural networks (CNN) and … Show more
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