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Cadence Demonstration of On-Device AI for Image Classification

Megha Daga, senior technical marketing manager at Cadence, delivers a product demonstration at the May 2018 Embedded Vision Summit. Specifically, Daga demonstrates the highly capable Tensilica Vision P6 DSP, which does both computer vision and AI processing. The demo showcases Cadence’s automatic code generation tool for neural networks, the Xtensa Neural Network Compiler, which accepts trained networks and outputs optimized quantized 8-bit source code for our vision and AI DSPs with an accuracy loss within one percent. With the use of this tool, the deployment process has been reduced from months to days.