Konvolutionäre neuronale Netze in der industriellen Bildverarbeitung und Robotik

In the first part of this dissertation, a framework for the design of a CNN for FPGAs is presented, consisting of a preprocessing algorithm, an augmentation technique, a custom quantization scheme and a pruning step of the CNN. The combination of conventional image processing with neural networks is...

ver descrição completa

Na minha lista:
Detalhes bibliográficos
Publicado no:Forschungsberichte aus der Industriellen Informationstechnik
Autor principal: Mitschke, Norbert
Formato: Livro
Idioma:Alemão
Publicado em: KIT Scientific Publishing 2022
Assuntos:
künstliche neuronale Netze; Bildverarbeitung; bildbasierte Regelung; FPGA; CNN; image based visual servoing
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TH Energy technology and engineering::THR Electrical engineering
Acesso em linha:https://directory.doabooks.org/handle/20.500.12854/91407
Tags: Adicionar Tag
Sem tags, seja o primeiro a adicionar uma tag!

Registos relacionados