Sökning: "Auxiliary Classification Generative Adversarial Networks"

Hittade 2 uppsatser innehållade orden Auxiliary Classification Generative Adversarial Networks.

  1. 1. Blood Cell Data Augmentation using Deep Learning Methods

    Master-uppsats, Lunds universitet/Matematik LTH

    Författare :Oskar Klang; Martin Carlberg; [2020]
    Nyckelord :Image analysis; deep learning; data augmentation; generative adversarial networks; GAN; Mathematics and Statistics;

    Sammanfattning : In this thesis we aim to improve classification performance on blood cell imagesby using deep learning techniques to augment data. The thesis was conductedat CellaVision, a company providing digital solutions for medical microscopy inthe field of hematology. LÄS MER

  3. 2. Incremental Learning of Deep Convolutional Neural Networks for Tumour Classification in Pathology Images

    Master-uppsats, Linköpings universitet/Institutionen för medicinsk teknik

    Författare :Philip Johansson; [2019]
    Nyckelord :Deep Learning; Convolutional Nerual Networks; Pathology; Incremental Learning; Catastrophic Forgetting; Generative Adversarial Networks; Auxiliary Classification Generative Adversarial Networks;

    Sammanfattning : Medical doctors understaffing is becoming a compelling problem in many healthcare systems. This problem can be alleviated by utilising Computer-Aided Diagnosis (CAD) systems to substitute doctors in different tasks, for instance, histopa-thological image classification. LÄS MER