Roberto Mijat, Director of Software Product Management in the Business Segment Group at ARM, presents the "Computer Vision on ARM: Faster Ways to Optimize Software for Advanced Mobile Computing Platforms" tutorial at the May 2017 Embedded Vision Summit.
Mobile computing platforms are ubiquitous, and therefore provide an exciting vehicle for the deployment of new computer vision and deep learning applications. This talk explores real industry use cases where the adoption of optimized low-level primitives for ARM processors has enabled improved performance and optimal use of heterogeneous system resources. Mijat examines how these primitives are used for popular machine learning frameworks, and how they can be used for other frameworks and applications. He also provides a live demonstration and discusses key aspects of performance analysis.