IF-CNN: Image-Aware Inference Framework for CNN With the Collaboration of Mobile Devices and Cloud

IF-CNN: Image-Aware Inference Framework for CNN With the Collaboration of Mobile Devices and Cloud

Improving the performance of CNN-based mobile applications by offloading its computation from mobile devices to the cloud has attracted the attention of the community. Generally, there are three stages in the workflow, including local inference on the mobile device, data transmission of the intermed...

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Bibliographic Details
Main Authors: Guansheng Shu, Weiqing Liu, Xiaojie Zheng, Jing Li
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
CNN-based mobile applications
IF-CNN
model selection
half-floating optimization
feature compression
Online Access:https://ieeexplore.ieee.org/document/8529186/

Internet

https://ieeexplore.ieee.org/document/8529186/

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