Essays about: "Marcus Larsson"

Showing result 1 - 5 of 32 essays containing the words Marcus Larsson.

  1. 1. The impact of pruning Convolutional Neural Networks when classifying skin cancer

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

    Author : Gustaf Larsson; Marcus Odin; [2023]
    Keywords : ;

    Abstract : Over the past few years, there have been multiple reports showcasing how Convolutional Neural Networks (CNNs) can be used to classify if skin lesions are cancerous or non-cancerous. However, a limitation of CNNs is the large number of parameters resulting in high computation times. READ MORE

  3. 2. Segmentation of x-ray images using deep learning trained on synthetic data

    University essay from KTH/Fysik

    Author : Marcus Larsson; [2023]
    Keywords : Radiography; Deep Learning; Synthetic Data; Segmentation; Röntgen; Djupinlärning; Syntetisk Data; Segmentering;

    Abstract : Radiograph examinations play a critical role in various applications such as the detection of bone pathologies and lung cancer, despite the challenge of false negatives. The integration of Artificial Intelligence (AI) holds promise in enhancing image quality and assisting radiologists in their diagnostic processes. READ MORE

  4. 3. Vätgasens möjligheter inom lantbruket

    University essay from SLU/Dept. of Energy and Technology

    Author : Simon Berggren; Elin Kragge; Julia Larsson; Saga Liljeroth; Caroline Löchting Thunberg; Simon Norle; Terése Nyström; Marcus Ullén; [2022]
    Keywords : energilagring; självförsörjande; vätgastraktor; solceller; vätgasproduktion;

    Abstract : The aim of this report is to dimension a system consisting of solar panels, hydrogen production and hydrogen storage in order to make a small farm self-sufficient for all its energy needs in two different scenarios. In scenario 1, the total energy use consists of the electricity consumption on the farm and one hydrogen-electric hybrid tractor in operation. READ MORE

  5. 4. Evaluation of the Impact of X-ray Tube Voltage and Filter Thickness on the Performance of Spectral Photon-Counting Detectors

    University essay from KTH/Medicinteknik och hälsosystem

    Author : Cassandra Mannila; Marcus Larsson; [2021]
    Keywords : Photon Counting Detectors; X-ray Tube Voltage; Filter Thickness; Detective Quantum Efficiency; Optimizing; Fotonräknande detektorer; Rörspänning; Filtertjocklek; DQE; Optimering;

    Abstract : During the past years photon-counting detectors (PCDs) have emerged as an alternative to conventional energy-integrating detectors and may significantly improve the standard of care for computed tomography (CT). There are two main alternatives for the material of the detector: cadmium telluride (CdTe) and silicon (Si). READ MORE

  6. 5. Crowd Avoidance in Public Transportation using Automatic Passenger Counter

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : David Mozart Andraws; Marcus Thornemo Larsson; [2021]
    Keywords : Automatic Passenger Counter; APC; tflite; Computer Vision; CNN; Object Detection; USB EdgeTPU; Raspberry Pi 4;

    Abstract : Automatic Passenger Counting (APC) systems are some of the many Internet-Of-Things (IoT) applications and have been increasingly adopted by public transportation companies in recent years. APCs provide valuable data that can be used to give an real time passenger count, which can be a convenient service and allow customers to plan their travels accordingly. READ MORE