Tailoring Convolutional Neural Networks for Low Cost, Low Power Implementation ( Bruno Lavigueur, May 2015)

Bruno Lavigueur, Project Leader for Embedded Vision at Synopsys, presents the Tailoring Convolutional Neural Networks for LowCost, LowPower Implementation tutorial at the May 2015 Embedded Vision Summit. Deep learningbased object detection using convolutional neural networks (CNN) has recently emerged as one of the leading approaches for achieving stateoftheart detection accuracy for a wide range of object classes. Most of the current CNNbased detection algorithm implementations run on highperfor