Essays about: "uncertainty network"

Showing result 21 - 25 of 174 essays containing the words uncertainty network.

  1. 21. Uncertainty Estimation in Volumetric Image Segmentation

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

    Author : Donggyun Park; [2023]
    Keywords : Uncertainty Estimation; Uncertainty Quantification UQ ; Volumetric Image Segmentation; 3D U-Net; test-time data augmentation; Deep ensemble;

    Abstract : The performance of deep neural networks and estimations of their robustness has been rapidly developed. In contrast, despite the broad usage of deep convolutional neural networks (CNNs)[1] for medical image segmentation, research on their uncertainty estimations is being far less conducted. READ MORE

  3. 22. Customer Usage and User-Experienced Quality of NVDB Bicycle Data

    University essay from KTH/Geoinformatik

    Author : Linnea Eriksson; [2023]
    Keywords : Bicycle data; Data quality; NVDB; Cykeldata; datakvalitet; NVDB;

    Abstract : The national road database, NVDB, contains data on Swedish roads, streets, bicycle paths, and their attributes. Ensuring good data quality of bicycle data is important since it can help develop the bicycle infrastructure and strengthen the role of cycling in the transport system. READ MORE

  4. 23. Technological Innovation System of hydroponics technology in Halland : A case study on functional weaknesses

    University essay from Högskolan i Halmstad/Akademin för företagande, innovation och hållbarhet

    Author : Binil Shah Usman Thorath; Josephine Palma Porto; [2023]
    Keywords : Technological Innovation Systems TIS ; TIS Framework; Functions of TIS; Hydroponics technology; Halland Region of Sweden;

    Abstract : Problem Discussion: The world population is increasing at a rate that the current food production capacity would not be able to sustain. In Sweden, only a small portion of the land area is used for cultivation and there is a high percentage of imports of food. READ MORE

  5. 24. Fast Simulations of Radio Neutrino Detectors : Using Generative Adversarial Networks and Artificial Neural Networks

    University essay from Uppsala universitet/Högenergifysik

    Author : Anton Holmberg; [2022]
    Keywords : Askaryan emission; Radio detection of neutrinos; in-ice propagation; neutrino; Generative adversarial networks; GAN; WGAN; Neural networks; NN; surrogate model; IceCube; deep learning; generative model;

    Abstract : Neutrino astronomy is expanding into the ultra-high energy (>1017eV) frontier with the use of in-ice detection of Askaryan radio emission from neutrino-induced particle showers. There are already pilot arrays for validating the technology and the next few years will see the planning and construction of IceCube-Gen2, an upgrade to the current neutrino telescope IceCube. READ MORE

  6. 25. Somebody should do something : A qualitative study to determine challenges that politicians face in decsion-making to mitigate climate change

    University essay from Högskolan i Gävle/Miljövetenskap

    Author : Sandra Melander; [2022]
    Keywords : Decision-making; Challenge; Politicians; Parliament; Åland; Climate change; Mitigation;

    Abstract : Climate change is known to cause more frequently occurring extreme events which threaten both natural and human systems as we know them. Island nations are particularly vulnerable to these climate-induced changes, and the Åland Islands are no exception to this rule. READ MORE