Essays about: "GAN"

Showing result 1 - 5 of 74 essays containing the word GAN.

  1. 1. Deblurring of Cell Images Using Generative Adversarial Networks

    University essay from Lunds universitet/Matematik LTH

    Author : Ida Wagnström; Cajsa Olofsson; [2019]
    Keywords : GAN; GANs; deep learning; machine learning; focus; blur; microscopy; cellavision; microscope; generative adversarial network; Mathematics and Statistics;

    Abstract : The digital microscopes that CellaVision produces today use a mechanical auto focus when capturing cell images. This requires the camera objective to be vertically positioned with a precision of 0.4 µm in order for the objects in the images to be considered properly focused. READ MORE

  2. 2. Deep Learning for Speech Enhancement : A Study on WaveNet, GANs and General CNN-RNN Architectures

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

    Author : Oscar Xing Luo; [2019]
    Keywords : ;

    Abstract : Clarity and intelligiblity are important aspects of speech, especially in a time of misinformation and mistrust. The breakthrough in generative models for audio files has brought massive improvements for speech enhancement. READ MORE

  3. 3. Comparing genetic algorithms and tabu search in the order batch picking problem

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

    Author : Jonas Valfridsson; Johan Vikström; [2019]
    Keywords : ;

    Abstract : In this paper genetic algorithms (GA) and tabu search are compared in the order batch picking problem – modelled as a multiple agent traveling salesman problem. The algorithms are evaluated in a simulated warehouse implemented with class based storage in mind. READ MORE

  4. 4. Generation of synthetic plant images using deep learning architecture

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Ramya Sree Kola; [2019]
    Keywords : generative adversarial network; machine learning; style transfer; style GAN; deep learning; FID; Inception score; google vm; leafsnap dataset;

    Abstract : Background: Generative Adversarial Networks (Goodfellow et al., 2014) (GANs)are the current state of the art machine learning data generating systems. Designed with two neural networks in the initial architecture proposal, generator and discriminator. READ MORE

  5. 5. Flotation of Yxsjöberg historical tungsten ore tailings

    University essay from Luleå tekniska universitet/Mineralteknik och metallurgi

    Author : Princess Rochelle Gan; [2019]
    Keywords : ;

    Abstract : Tailings dams, due to their sheer size and metal content, pose safety and environmental hazards. The Småltjarnen repository, which hosts material from the largest known tungsten mineralization in Sweden named the Yxsjöberg deposit, is estimated to contain 2. READ MORE