Browsing Technological University of the Shannon: Midlands Midwest by Subject "Pattern recognition"
Now showing items 1-3 of 3
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FireNet: a specialized lightweight fire & smoke detection model for real-time IoT applications.
(arXiv, 2018-05-28)Fire disasters typically result in lot of loss to life and property. It is therefore imperative that precise, fast, and possibly portable solutions to detect fire be made readily available to the masses at reasonable ... -
Multi-resolution pre-processing for pattern recognition in images and audio signals
(Athlone Institute of Technology, 2020-10-05)With the rapid growth of technology and the proliferation of data in this “digital age”, most current data (imaging and audio) applications require higher data resolution, higher data transmission rates, and better ... -
Zero-padding and spatial augmentation-based gas sensor node optimization approach in resource-constrained 6G-IoT paradigm
(MDPI, 2022-04-15)Ultra-low-power is a key performance indicator in 6G-IoT ecosystems. Sensor nodes in this eco-system are also capable of running light-weight artificial intelligence (AI) models. In this work, we have achieved high performance ...