Sökning: "Cropping network"

Hittade 4 uppsatser innehållade orden Cropping network.

  1. 1. Trainable Region of Interest Prediction: Hard Attention Framework for Hardware-Efficient Event-Based Computer Vision Neural Networks on Neuromorphic Processors

    Master-uppsats, Lunds universitet/Institutionen för elektro- och informationsteknik

    Författare :Cina Arjmand; [2023]
    Nyckelord :Artifical Intelligence; Machine Learning; Neuromorphic Engineering; Computer Vision; Technology and Engineering;

    Sammanfattning : Neuromorphic processors are a promising new type of hardware for optimizing neural network computation using biologically-inspired principles. They can effectively leverage information sparsity such as in images from event-based cameras, and are well-adapted to processing event-based data in an energy-efficient fashion. LÄS MER

  3. 2. Exploring Deep Learning Frameworks for Multiclass Segmentation of 4D Cardiac Computed Tomography

    Master-uppsats, Linköpings universitet/Institutionen för hälsa, medicin och vård

    Författare :Norman Janurberg; Christian Luksitch; [2021]
    Nyckelord :Computed Tomography; Multiclass Segmentation; Image Segmentation; 4D; Deep Learning; MONAI; Unet; Cropping network; Multiaxis Segmentation;

    Sammanfattning : By combining computed tomography data with computational fluid dynamics, the cardiac hemodynamics of a patient can be assessed for diagnosis and treatment of cardiac disease. The advantage of computed tomography over other medical imaging modalities is its capability of producing detailed high resolution images containing geometric measurements relevant to the simulation of cardiac blood flow. LÄS MER

  4. 3. A machine learning analysis of photographs of the Öresund bridge

    Kandidat-uppsats, Högskolan Kristianstad/Avdelningen för datavetenskap; Högskolan Kristianstad/Fakulteten för ekonomi

    Författare :Martijn de Redelijkheid; Kristian Kokoneshi; [2020]
    Nyckelord :Machine Learning; Image Processing; Structural Health Management; Neural Networks; Convolutional Neural Networks; Concrete Crack Detection; Öresund Bridge;

    Sammanfattning : This study presents an exploration of several machine learning and image processing theories, as well as a literature review of several previous works on concrete crack detection systems. Through the literature review a system is selected and implemented with the Öresund bridge photograph collection. LÄS MER

  5. 4. Developing a market for organic lentils : qualitative insights from a farmer led producer group in Germany

    Master-uppsats, SLU/Dept. of People and Society

    Författare :Jörg John; [2015]
    Nyckelord :lentil; intercropping; agricultural innovation systems; organic farming; farmer-led initiative; agricultural development; producer groups; grain legumes; pulses;

    Sammanfattning : The growing of grain legumes has many benefits and can increase the sustainability of farming systems. Grain legumes have the ability to fix nitrogen from the atmosphere and need less or no nitrogen fertilizers, and produce nutritious seeds high in protein. LÄS MER