Benchmarking vision kernels and neural network inference accelerators on embedded platforms
Murad Qasaimeh, Kristof Denolf, Alireza Khodamoradi, Michaela Blott, Jack Lo, Lisa Halder, Kees Vissers, Joseph Zambreno, Phillip H. Jones
Topics & Concepts
Computer scienceField-programmable gate arrayBenchmarkingArtificial neural networkReduction (mathematics)Frame ratePipeline transportRange (aeronautics)Pipeline (software)Frame (networking)Machine visionEfficient energy useArtificial intelligenceEmbedded systemComputer engineeringParallel computingTelecommunicationsEnvironmental engineeringComposite materialProgramming languageElectrical engineeringMaterials scienceEngineeringMathematicsGeometryBusinessMarketingAdvanced Neural Network ApplicationsCCD and CMOS Imaging SensorsAdvanced Image and Video Retrieval Techniques