Sökning: "Convolutional"

Visar resultat 1 - 5 av 393 uppsatser innehållade ordet Convolutional.

  1. 1. Hardware acceleration of convolutional neural networks on FPGA

    Uppsats för yrkesexamina på avancerad nivå,

    Författare :Adam Myrén; [2020]
    Nyckelord :Hardware acceleration; Convolutional neural network; Machine learning; FPGA;

    Sammanfattning : With the evolution of machine learning algorithms they are seeing a wider use in traditional signal processing applications. One of these areas is in radios for improved signal identification algorithms. LÄS MER

  2. 2. Learning Geometry Compatibility with 3D Convolutional Neural Networks

    Master-uppsats, Göteborgs universitet/Institutionen för data- och informationsteknik

    Författare :Florian Stellbrink; [2019-10-04]
    Nyckelord :computer science; computer graphics; machine learning; geometry; voxel; thesis;

    Sammanfattning : Modern video games oer substantial amounts of customization options. Manually testing the visual compatibility of all options is time-consuming and error-prone. Together with Ghost Games, we present a method of learning the visual compatibility between pairs of geometries. LÄS MER

  3. 3. Malignant Melanoma Classification with Deep Learning

    Master-uppsats, KTH/Medicinteknik och hälsosystem

    Författare :Jakob Kisselgof; [2019]
    Nyckelord :Melanoma classification deep learning;

    Sammanfattning : Malignant melanoma is the deadliest form of skin cancer. If correctly diagnosed in time, the expected five-year survival rate can increase up to 97 %. Therefore, exploring various methods for early detection can contribute with tools which can be used to improve detection of disease and finally to make sure that help is given in time. LÄS MER

  4. 4. Classification of High Risk Prostate Cancer using Deep Learning

    Master-uppsats, Lunds universitet/Matematik LTH

    Författare :Elin Olofsson; [2019]
    Nyckelord :Prostate Cancer; CNN; Deep Learning; PRIAS; Active Surveillance; Digital Pathology; Mathematics and Statistics;

    Sammanfattning : Prostate cancer is one of the most common types of cancer for men, making proper diagnostic essential. Using machine learning as a tool to help in digital pathology has become increasingly popular and helps to limit the high intra observer variability between pathologists. LÄS MER

  5. 5. Providing Mass Context to a Pretrained Deep Convolutional Neural Network for Breast Mass Classification

    Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS); KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Lovisa Montelius; George Rezkalla; [2019]
    Nyckelord :Deep learning; Convolutional neural network; Transfer learning; Computer-aided diagnosis; Breast cancer; Breast mass classification; Breast mass context; ;

    Sammanfattning : Breast cancer is one of the most common cancers among women in the world, and the average error rate among radiologists during diagnosis is 30%. Computer-aided medical diagnosis aims to assist doctors by giving them a second opinion, thus decreasing the error rate. LÄS MER