Essays about: "Hampus Fröjdholm"

Found 2 essays containing the words Hampus Fröjdholm.

  1. 1. Learning from 3D generated synthetic data for unsupervised anomaly detection

    University essay from Uppsala universitet/Avdelningen för visuell information och interaktion

    Author : Hampus Fröjdholm; [2021]
    Keywords : machine learning; synthetic data; anomaly detection; physically based rendering; maskininlärning; syntetisk data; anomalidetektion;

    Abstract : Modern machine learning methods, utilising neural networks, require a lot of training data. Data gathering and preparation has thus become a major bottleneck in the machine learning pipeline and researchers often use large public datasets to conduct their research (such as the ImageNet [1] or MNIST [2] datasets). READ MORE

  3. 2. Toward Non-invasive Neonatal Gas Monitoring with Plasma-based Spectroscopy

    University essay from

    Author : Hedwig Haas; Hampus Fröjdholm; Carmen Lee; [2018]
    Keywords : plasma; sensor pad; transcutaneous; gas monitoring;

    Abstract : Transcutaneous gas monitoring of oxygen and carbon dioxide is animportant method for monitoring the oxygenation and ventilation inprematurely born infants. The amount of gas diffusing through theskin is very small and current technology rely on heating of theskin to increase the gas amount, where transcutaneous oxygenrequires the highest temperature. READ MORE