Sökning: "transfer learning"

Visar resultat 16 - 20 av 265 uppsatser innehållade orden transfer learning.

  1. 16. Transfer Learning for Sales Volume Forecasting Using Convolutional Neural Networks

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Marcus Alsterman; [2019]
    Nyckelord :;

    Sammanfattning : Improved time series forecasting accuracy can enhance demand planning, and therefore save money and reduce environmental impact. The idea behind this degree project is to explore transfer learning for time series forecasting. This has boiled down to two concrete goals. LÄS MER

  2. 17. General image classifier for fluorescence microscopy using transfer learning

    Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Avdelningen för visuell information och interaktion

    Författare :Håkan Öhrn; [2019]
    Nyckelord :transfer learning; conformal prediction; image classification;

    Sammanfattning : Modern microscopy and automation technologies enable experiments which can produce millions of images each day. The valuable information is often sparse, and requires clever methods to find useful data. LÄS MER

  3. 18. Generation of synthetic plant images using deep learning architecture

    Master-uppsats, Blekinge Tekniska Högskola/Institutionen för datavetenskap

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

    Sammanfattning : 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. LÄS MER

  4. 19. Machine vision for automation of earth-moving machines : Transfer learning experiments with YOLOv3

    Uppsats för yrkesexamina på avancerad nivå, Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Författare :Carl Borngrund; [2019]
    Nyckelord :Machine learning; Machine vision; YOLOv3; You only look once; Computer vision; Real time object detection; Object detection;

    Sammanfattning : This master thesis investigates the possibility to create a machine vision solution for the automation of earth-moving machines. This research was done as without some type of vision system it will not be possible to create a fully autonomous earth moving machine that can safely be used around humans or other machines. LÄS MER

  5. 20. Domain similarity metrics for predicting transfer learning performance

    Master-uppsats, Linköpings universitet/Interaktiva och kognitiva system

    Författare :Jesper Bäck; [2019]
    Nyckelord :nlp.natural language processing; machine learning; transfer learning; similarity metrics; similarity; predict; performance;

    Sammanfattning : The lack of training data is a common problem in machine learning. One solution to thisproblem is to use transfer learning to remove or reduce the requirement of training data.Selecting datasets for transfer learning can be difficult however. LÄS MER