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

Published in EAI Endorsed Transactions on Cloud Systems, 2019

The paper proposes a methodology that can be used to accelerate traditional as well as machine learning based computer vision algorithms.

Recommended citation: Mishra, B. and Chakraborty, D. and Makkadayil, S. and Patil, S. D. and Nallani, B. (2019). "Hardware Acceleration of Computer Vision and Deep Learning Algorithms on the Edge using OpenCL; EAI Endorsed Transactions on Cloud Systems. vol 5. https://eudl.eu/pdf/10.4108/eai.5-11-2019.162597

Edge Acceleration of Computer Vision and Deep Learning Algorithms using OpenCL

Published: September 27, 2019

Talk and presentation of our paper at IEEE WinTechCon 2019. Talk slides can be found here.

Teaching experience 1

Undergraduate course, University 1, Department, 2014

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Teaching experience 2

Workshop, University 1, Department, 2015

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