Essays about: "Generiska algoritmer"

Found 4 essays containing the words Generiska algoritmer.

  1. 1. Smart Tracking for Edge-assisted Object Detection : Deep Reinforcement Learning for Multi-objective Optimization of Tracking-based Detection Process

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

    Author : Shihang Zhou; [2023]
    Keywords : Tracking-By-Detection; Deep Reinforcement Learning; Multi-Objective Optimization; Spårning genom detektion; Djup förstärkningsinlärning; Multiobjektiv optimering;

    Abstract : Detecting generic objects is one important sensing task for applications that need to understand the environment, for example eXtended Reality (XR), drone navigation etc. However, Object Detection algorithms are particularly computationally heavy for real-time video analysis on resource-constrained mobile devices. READ MORE

  3. 2. Tailored Preloading, Precaching and Prefetching Loading Strategies for Applications Through a Multi-Component AI

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Martin Öfver; [2022]
    Keywords : Mostly Deterministic File-Loading Process MDFLP ; File-Loading Strategy FLS ; Övervägande deterministisk filladdningsprocess MDFLP ; Filladdningsstrategi FLS ;

    Abstract : When using a personal computer the user could experience starting an application for the first time, loading a level in a video game or any tedious arbitrary loading process. These loading processes often load mostly the same data each time and consume time where the user is waiting. Making it faster is often preferred. READ MORE

  4. 3. A comparison of differential evolution and a genetic algorithm applied to the longest path problem

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

    Author : Marcus Hamilton; Jacob Nyman; [2018]
    Keywords : ;

    Abstract : Genetic algorithms and differential evolution are two well-established types of generic algorithms that can be applied to a great numberof optimization problems. Both are subgroups of evolutionary algorithms that are inspired by nature, with many practical implementations in for instance research and the industry. READ MORE

  5. 4. Implementation of an object-detection algorithm on a CPU+GPU target

    University essay from KTH/Skolan för informations- och kommunikationsteknik (ICT)

    Author : Gautier Berthou; [2016]
    Keywords : Object detection; Parallel processing; GPGPU; Haar-like features; Objektdetektering; Parallel bearbetning; GPGPU; Haar-lika egenskaper;

    Abstract : Systems like autonomous vehicles may require real time embedded image processing under hardware constraints. This paper provides directions to design time and resource efficient Haar cascade detection algorithms. It also reviews some software architecture and hardware aspects. READ MORE