Search Results for author: Steven Davy

Found 4 papers, 0 papers with code

Energy-Efficient Uncertainty-Aware Biomass Composition Prediction at the Edge

no code implementations17 Apr 2024 Muhammad Zawish, Paul Albert, Flavio Esposito, Steven Davy, Lizy Abraham

We report that although pruned networks are accurate on controlled, high-quality images of the grass, they struggle to generalize to real-world smartphone images that are blurry or taken from challenging angles.

Complexity-Driven CNN Compression for Resource-constrained Edge AI

no code implementations26 Aug 2022 Muhammad Zawish, Steven Davy, Lizy Abraham

Recent advances in Artificial Intelligence (AI) on the Internet of Things (IoT)-enabled network edge has realized edge intelligence in several applications such as smart agriculture, smart hospitals, and smart factories by enabling low-latency and computational efficiency.

Computational Efficiency Model Compression +1

AI and 6G into the Metaverse: Fundamentals, Challenges and Future Research Trends

no code implementations23 Aug 2022 Muhammad Zawish, Fayaz Ali Dharejo, Sunder Ali Khowaja, Kapal Dev, Steven Davy, Nawab Muhammad Faseeh Qureshi, Paolo Bellavista

It is anticipated that Metaverse will be a continuum of rapidly emerging technologies, usecases, capabilities, and experiences that will make it up for the next evolution of the Internet.

Mixed Reality

Towards On-Device AI and Blockchain for 6G enabled Agricultural Supply-chain Management

no code implementations12 Mar 2022 Muhammad Zawish, Nouman Ashraf, Rafay Iqbal Ansari, Steven Davy, Hassan Khaliq Qureshi, Nauman Aslam, Syed Ali Hassan

6G envisions artificial intelligence (AI) powered solutions for enhancing the quality-of-service (QoS) in the network and to ensure optimal utilization of resources.

Management Model Selection

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