Hardware Acceleration of Computer Vision and Deep Learning Algorithms on the Edge using OpenCL

Mishra, B. and Chakraborty, D. and Makkadayil, S. and Patil, S. and Nallani, B. (2019) Hardware Acceleration of Computer Vision and Deep Learning Algorithms on the Edge using OpenCL. EAI Endorsed Transactions on Cloud Systems.

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Abstract

Machine vision using CNN is a key application in Industrial automation environment, enabling real time as well as offline analytics. A lot of processing is required in real time, and in high speed environment variable latency of data transfer makes a cloud solution unreliable. There is a need for ap

Item Type: Article
Date Deposited: 04 Mar 2026 12:52
Last Modified: 12 Apr 2026 00:58
URI: http://eprints.eai.eu/id/eprint/26825

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