Essays about: "thesis in embedded system"

Showing result 1 - 5 of 610 essays containing the words thesis in embedded system.

  1. 1. Real-Time System Benchmarking with Embedded Linux and RT Linux on a Multi-Core Hardware Platform

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Kian Hosseini; [2024]
    Keywords : Real-time; Embedded systems; Benchmarking; Multicore;

    Abstract : To catch up with the growing trend of parallelism, this thesis work focuses on the adaption of embedded real-time systems to a multicore platform. We use the embedded system of Xilinx ZCU-102, a multicore board, as an example of an embedded system without getting deep into its architecture. READ MORE

  3. 2. Exploring the Depth-Performance Trade-Off : Applying Torch Pruning to YOLOv8 Models for Semantic Segmentation Tasks

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Xinchen Wang; [2024]
    Keywords : Deep Learning; Semantic segmentation; Network optimization; Network pruning; Torch Pruning; YOLOv8; Network Depth; Djup lärning; Semantisk segmentering; Nätverksoptimering; Nätverksbeskärning; Fackelbeskärning; YOLOv8; Nätverksdjup;

    Abstract : In order to comprehend the environments from different aspects, a large variety of computer vision methods are developed to detect objects, classify objects or even segment them semantically. Semantic segmentation is growing in significance due to its broad applications in fields such as robotics, environmental understanding for virtual or augmented reality, and autonomous driving. READ MORE

  4. 3. Program And Design Of A Pcb For A Traffic Controller : New hardware material for Halmstad University

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Tabark Saleh; Yasmen Assad; [2023]
    Keywords : PCB; FPGA; KiCad; Arduino; VHDL;

    Abstract : This thesis aims to develop hardware for laboratory in courses such asSwitching Theory at Halmstad University which can help students tounderstand practical applications of the hardware they are studying atuniversity. To achieve this, a printed circuit board (PCB) that simulates trafficintersections has been designed, constructed, and tested. READ MORE

  5. 4. Erratic Patterns : Unravelling the Cultural Transfers of Library Classifiers

    University essay from Uppsala universitet/Institutionen för ABM

    Author : Keeley Lindkvist; [2023]
    Keywords : Library classifier; library classification; classification; cultural transfer; classification and culture; Library of Congress Classifi-cation Scheme LCC ; knowledge organisation; knowledge organization; The Swedish Institute in Rome ISVRoma ; Biblioteksklassificerare; biblioteksklassificering; kulturell överföring; klassificering och kultur; Library of Congress klassificeringsschema LCC ; kunskapsorganisation; Svenska institutet i Rom ISVRoma ;

    Abstract : This thesis investigates the oft-overlooked influence of the classifier's input during the assignment of library classifications and draws upon cultural transfer theory to shed light on the underlying principles that guide the process. Classifiers' personal knowledge, experience, and beliefs, have a critical role in determining the 'aboutness' of a work and its subsequent classification. READ MORE

  6. 5. EMONAS : Evolutionary Multi-objective Neuron Architecture Search of Deep Neural Network

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Jiayi Feng; [2023]
    Keywords : DNN Deep Neural Network ; NAS Neural Architecture Search ; EA Evolutionary Algorithm ; Multi-Objective Optimization; Binary One Optimization; Embedded Systems; DNN Deep Neural Network ; NAS Neural Architecture Search ; EA Evolutionary Algorithm ; Multi-Objective Optimization; Binary One Optimization; Inbyggda system;

    Abstract : Customized Deep Neural Network (DNN) accelerators have been increasingly popular in various applications, from autonomous driving and natural language processing to healthcare and finance, etc. However, deploying them directly on embedded system peripherals within real-time operating systems (RTOS) is not easy due to the paradox of the complexity of DNNs and the simplicity of embedded system devices. READ MORE