Essays about: "evaluation method library"

Showing result 1 - 5 of 49 essays containing the words evaluation method library.

  1. 1. Replacing Objects in Point Cloud stream with Real-time Meshes using Semantic Segmentation

    University essay from Blekinge Tekniska Högskola

    Author : Abhinav Chitta; [2024]
    Keywords : ;

    Abstract : Background: The evolving landscape of 3D data processing, particularly pointcloud manipulation, is pivotal in numerous applications ranging from architecturaldesign to spatial analysis. Traditional methods, primarily mesh generation from point clouds, face challenges in adapting to complex real-world scenarios. 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. Analyzing the Influence of Synthetic andAugmented Data on Segmentation Model

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Alex Peschel; [2023]
    Keywords : Artificial Intelligence; Microorganisms; Segmentation; Synthesizing; Augmentation;

    Abstract : The field of Artificial Intelligence (AI) has experienced unprecedented growth in recent years, thanks to the numerous applications related to speech recognition, natural language processing, and computer vision. However, one of the challenges facing AI is the requirement for large amounts of energy, time, and data to be effective and accurate. READ MORE

  5. 4. Randomized heuristic scheduling of electrical distribution network maintenance in spatially clustered balanced zones

    University essay from KTH/Geoinformatik

    Author : Carolina Offenbacher; Ellen Thornström; [2022]
    Keywords : Capacitated Vehicle Routing Problem; Electrical distribution network; Heuristic algorithm; Scheduling; Handelsresandeproblemet; Eldistributionsnätverk; Heurustik algortim; Schemaläggning;

    Abstract : Reliable electricity distribution systems are crucial; hence, the maintenance of such systems is highly important, and in Sweden strictly regulated. Poorly planned maintenance scheduling leads unnecessary driving which contributes to increased emissions and costs. READ MORE

  6. 5. Academic library instruction on critical evaluation of sources and information : A content analysis of Swedish university library websites

    University essay from Uppsala universitet/Institutionen för ABM

    Author : Emma Johansen; [2022]
    Keywords : Academic library; Instruction; Critical thinking; Source evaluation; Information literacy; Media and information literacy; Content analysis; Website; Universitetsbibliotek; undervisning; kritiskt tänkande; källkritik; informationskompetens; medie- och informationskunnighet; innehållsanalys; webbplats;

    Abstract : This master thesis examines how Swedish university libraries are instructing their students on topics related to the critical evaluation of sources and information. The method of analysis was a quantitative and qualitative content analysis of the external websites of Sweden’s public university libraries to determine what modes of instruction are being offered, and how these services are being described and made accessible to their users. READ MORE