Demo: GPU-based image recognition and object detection on commodity mobile devices
In this demo, we show that it is feasible to execute CNN for vision sensing tasks directly on mobile devices by leveraging integrated GPU. We propose our design of DeepSense framework based on OpenCL to execute deep learning algorithms in energy-efficient and fast manner.
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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2016
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/3289 https://ink.library.smu.edu.sg/context/sis_research/article/4291/viewcontent/demo_GPU_based.pdf |
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| Institution: | Singapore Management University |
| Language: | English |