Optimized GPU Acceleration Algorithm of Convolutional Neural Networks for Target Detection

Abstract

Target detection is a hard real-time task for video and image processing. This task has recently been accomplished through the feedforward process of convolutional neural net-works (CNN), which is usually accelerated by general-purpose graphic units (GPUs). However, there is a challenge for this task. The running speed remains to be improved. In this paper… (More)
DOI: 10.1109/HPCC-SmartCity-DSS.2016.0041

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