Essays about: "Convolutional Neural Networks"

Showing result 1 - 5 of 269 essays containing the words Convolutional Neural Networks.

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

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

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

    Abstract : 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. READ MORE

  3. 2. Malignant Melanoma Classification with Deep Learning

    University essay from KTH/Medicinteknik och hälsosystem

    Author : Jakob Kisselgof; [2019]
    Keywords : Melanoma classification deep learning;

    Abstract : 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. READ MORE

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

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

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

    Abstract : 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. READ MORE

  5. 4. Object Detection in Object Tracking System for Mobile Robot Application

    University essay from KTH/Matematisk statistik

    Author : Alessandro Foa'; [2019]
    Keywords : ;

    Abstract : This thesis work takes place at the Emerging Technologies department of Volvo Construction Equipment(CE), in the context of a larger project which involves several students. The focus is a mobile robot built by Volvo for testing some AI features such as Decision Making, Natural Language Processing, Speech Recognition, Object Detection. READ MORE

  6. 5. Demand Forecasting Of Outbound Logistics Using Machine learning

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Ashik Talupula; [2019]
    Keywords : Demand forecasting; Time series; Outbound logistics; Machine learning.;

    Abstract : Background: long term volume forecasting is important for logistics service providers for planning their capacity and taking the strategic decisions. At present demand is estimated by using traditional methods of averaging techniques or with their own experiences which often contain some error. READ MORE