Sökning: "transfer learning"

Visar resultat 11 - 15 av 239 uppsatser innehållade orden transfer learning.

  1. 11. Transfer learning in Swedish - Twitter sentiment classification

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

    Författare :Lucas Grönlund; [2019]
    Nyckelord :;

    Sammanfattning : Language models can be applied to a diverse set of tasks with great results, but training a language model can unfortunately be a costly task, both in time and money. By transferring knowledge from one domain to another, the costly training only has to be performed once, thus opening the door for more applications. LÄS MER

  2. 12. Implementation of an 8-bit Dynamic Fixed-Point Convolutional Neural Network for Human Sign Language Recognition on a Xilinx FPGA Board

    Master-uppsats, Lunds universitet/Institutionen för elektro- och informationsteknik

    Författare :Ricardo Núñez-Prieto; [2019]
    Nyckelord :Artificial Intelligence; Computer Vision; Machine Learning; Convolutional Neural Networks; FPGA; Sign Language Recognition; Technology and Engineering;

    Sammanfattning : The goal of this thesis work is to implement a convolutional neural network on an FPGA device with the capability of recognising human sign language. The set of gestures that the neural network can identify has been taken from the Swedish sign language, and it consists of the signs used for representing the letters of the Swedish alphabet (a.k.a. LÄS MER

  3. 13. A Cross-Validation Approach to Knowledge Transfer for SVM Models in the Learning Using Privileged Information Paradigm

    Master-uppsats, Uppsala universitet/Statistiska institutionen

    Författare :Fabian Söderdahl; [2019]
    Nyckelord :Support Vector Machines; Learning Using Privileged Information; Knowledge Transfer; Robust Knowledge Transfer;

    Sammanfattning : The learning using privileged information paradigm has allowed support vector machine models to incorporate privileged information, variables available in the training set but not in the test set, to improve predictive ability. The consequent introduction of the knowledge transfer method has enabled a practical application of support vector machine models utilizing privileged information. LÄS MER

  4. 14. Nyckeln till de kinesiska skrivtecknen : Ett utvecklingsarbete i hur kunskap om tecknens komponenter och uppbyggnad kan främja inlärningen av kinesiska skrivtecken i den svenska skolan.

    L3-uppsats, Luleå tekniska universitet/Institutionen för konst, kommunikation och lärande

    Författare :Tobias Hägne; [2019]
    Nyckelord :kinesiska;

    Sammanfattning : For a westerner or any other person who comes from a language background where the alphabet is used to form words and sentences, Chinese is one of the most difficult languages for second language learners. Especially the mastering of the Chinese written language is deemed by a majority of Chinese language students as the most difficult part of learning Chinese. LÄS MER

  5. 15. Comparative study of table layout analysis : Layout analysis solutions study for Swedish historical hand-written document

    Master-uppsats, Blekinge Tekniska Högskola/Institutionen för datalogi och datorsystemteknik

    Författare :Xusheng Liang; [2019]
    Nyckelord :layout analysis; pattern recognition; document digitalization; table layout extraction; transfer learning; machine learning; image processing; Hessian filter; Gabor filter;

    Sammanfattning : Background. Nowadays, information retrieval system become more and more popular, it helps people retrieve information more efficiently and accelerates daily task. LÄS MER