Embedded Object Detection with Custom LittleNet, FINN and Vitis AI DCNN Accelerators

Object detection is an essential component of many systems used, for example, in advanced driver assistance systems (ADAS) or advanced video surveillance systems (AVSS). Currently, the highest detection accuracy is achieved by solutions using deep convolutional neural networks (DCNN). Unfortunately,...

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Bibliographic Details
Published in:Journal of Low Power Electronics and Applications
Main Authors: Michal Machura, Michal Danilowicz, Tomasz Kryjak
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Subjects:
Online Access:https://www.mdpi.com/2079-9268/12/2/30