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OffloaDNN: Shaping DNNs for Scalable Offloading of Computer Vision Tasks at the Edge

OffloaDNN enhances mobile CV task execution by optimizing DNN layers, reducing memory use by 82.5%, and increasing task handling by 26.9% Copy Image URL via instructions below https://nu.testtechnologypublisher.com/files/sites/mark-saulich-23.jpg Background: The computational demands of deep neural networks (DNNs) for computer vision (CV)...

Published: 1/27/2025 | Updated: 7/14/2024 | Inventor(s): Francesco Restuccia, Tanzil Hassan, Carla Fabiana Chiasserini, Corrado Puligheddu, Nancy Varshney

Keywords(s): Computational Offloading, Edge devices, Resource allocation

Category(s): Technology Classifications > 3. Computer Science, Technology Classifications > WIoT