Essays about: "Computer networks thesis"

Showing result 1 - 5 of 130 essays containing the words Computer networks thesis.

  1. 1. Generation of Synthetic Images with Generative Adversarial Networks

    University essay from Blekinge Tekniska Högskola/Institutionen för datalogi och datorsystemteknik

    Author : Mousa Zeid Baker; [2018]
    Keywords : classification; deep learning; generative adversarial network; machine learning;

    Abstract : Machine Learning is a fast growing area that revolutionizes computer programs by providing systems with the ability to automatically learn and improve from experience. In most cases, the training process begins with extracting patterns from data. The data is a key factor for machine learning algorithms, without data the algorithms will not work. READ MORE

  2. 2. Estimating Median Visiting Times using Re-identification

    University essay from Lunds universitet/Matematik LTH

    Author : Johan Rodhe; Gustaf Oxenstierna; [2018]
    Keywords : Machine learning; Computer vision; Image analysis; Re-identification; Deep learning; Mathematics and Statistics;

    Abstract : Using customer visiting times stores can analyse customer behaviour and gain insights to help improve the store experience. This thesis investigates the possibility of using person re-identification to create a system that can estimate the median visiting time. Neural networks were used to analyse images of persons from two different views. READ MORE

  3. 3. Sentiment analysis of Swedish reviews and transfer learning using Convolutional Neural Networks

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Johan Sundström; [2018]
    Keywords : Sentiment analysis; transfer learning; domain adaption; convolutional neural networks; cnn; machine learning; word2vec;

    Abstract : Sentiment analysis is a field within machine learning that focus on determine the contextual polarity of subjective information. It is a technique that can be used to analyze the "voice of the customer" and has been applied with success for the English language for opinionated information such as customer reviews, political opinions and social media data. READ MORE

  4. 4. Unsupervised Representation Learning with Clustering in Deep Convolutional Networks

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

    Author : Mathilde Caron; [2018]
    Keywords : Computer vision; unsupervised learning;

    Abstract : This master thesis tackles the problem of unsupervised learning of visual representations with deep Convolutional Neural Networks (CNN). This is one of the main actual challenges in image recognition to close the gap between unsupervised and supervised representation learning. READ MORE

  5. 5. Classification of offensive game-emblem drawings using CNN (convolutional neural networks) and transfer learning

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : John Tunell; [2018]
    Keywords : ;

    Abstract : Convolutional neural networks (CNN) has become an important tool to solve many computer vision tasks of today. The technique is though costly, and training a network from scratch requires both a large dataset and adequate hardware. A solution to these shortcomings is to instead use a pre-trained network, an approach called transfer learning. READ MORE