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Showing result 1 - 5 of 215 essays matching the above criteria.

  1. 1. 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

  3. 2. A phenomenological study on Chinese parents's primary choice in Gothenburg, Sweden

    University essay from Göteborgs universitet/Institutionen för pedagogik och specialpedagogik

    Author : Haijiao Chen; [2023-06-19]
    Keywords : school choice; parental reason; cross-culture; rational choice theory; theory of acculturation;

    Abstract : Aim: As big differences exist in the culture and school system in China and Sweden, it is hard for Chinese parents to choose primary schools for their children in Sweden. No research has investigated Chinese parents’ school choice in Sweden. READ MORE

  4. 3. Blended Finance and the Diffusion of Renewable Energy Innovation : An exploratory study on bridging the commercialization fundinggap of renewable energy projects in Southeast Asia

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Alma Berggren Ek; [2023]
    Keywords : Blended finance; climate finance; renewable energy investments; diffusion of innovation; Southeast Asia; Blandfinansiering; klimatfinansiering; förnyelsebar energi; Sydostasien;

    Abstract : Blended finance has the past decade become an increasingly popular way for development banks in Southeast Asia to invest in renewable energy projects with the aim of mobilizing additional private investments. Although definitions of the method differ among stakeholders, blended finance is a way of blending development loans with below-market-rate funds to lower risks experienced by private investors. READ MORE

  5. 4. Over-the-Air Federated Learning with Compressed Sensing

    University essay from Linköpings universitet/Kommunikationssystem

    Author : Adrian Edin; [2023]
    Keywords : machine learning; ML; Federated Learning; FL; Over-the-air; Over-the-air computation; OtA; OtA computation; AirComp; Compressed sensing; CS; Iterative Hard thresholding; IHT;

    Abstract : The rapid progress with machine learning (ML) technology has solved previously unsolved problems, but training these ML models requires ever larger datasets and increasing amounts of computational resources. One potential solution is to enable parallelization of the computations and allow local processing of training data in distributed nodes, such as Federated Learning (FL). READ MORE

  6. 5. Evaluating the potential of circular food waste management : A focus on insect feed utilization

    University essay from KTH/Hållbar utveckling, miljövetenskap och teknik

    Author : Jenny Eliasson; [2023]
    Keywords : Circular economy; Circular Business Models; BSF; Mealworm; Barriers; Drivers; Cirkulär ekonomi; Circkulära affärsmodeller; Soldatfluga; Mjölmask; Barriärer; Drivkrafter;

    Abstract : Approximately a third of all food produced globally is thrown away, causing both unnecessary environmental impact and unnecessary costs for producers and consumers. Food waste occurs in all steps in the supply chain, from primary production to retail stores, restaurants, and households. READ MORE