Sökning: "transfer learning"

Visar resultat 11 - 15 av 289 uppsatser innehållade orden transfer learning.

  1. 11. Medborgardeltagande som metod för demokratisering av stadsplaneringsprocesser - en fallstudie av stadsbyggnadsprojektet Amiralsstaden i Malmö

    Kandidat-uppsats, Lunds universitet/Institutionen för kulturgeografi och ekonomisk geografi

    Författare :Michaela Brynhildsen; [2019]
    Nyckelord :Amiralsstaden; Public participation; Democracy; Social Sustainability; Inclusion; Local Knowledge; Citizen power; Participation design; Knowledge alliances; Social Sciences;

    Sammanfattning : Public participation within urban planning has been a big part of academic and political discussions during the last decades, gaining even more popularity today. Due to issues within the representational democracy many stress the need for a greater inclusion of the publics knowledge and opinions within urban development and planning processes. LÄS MER

  2. 12. Image enhancement effect on the performance of convolutional neural networks

    Master-uppsats, Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Författare :Xiaoran Chen; [2019]
    Nyckelord :Image Enhancement; Convolutional Neural Networks; Deep Learning; Transfer Learning;

    Sammanfattning : Context. Image enhancement algorithms can be used to enhance the visual effects of images in the field of human vision. So can image enhancement algorithms be used in the field of computer vision? The convolutional neural network, as the most powerful image classifier at present, has excellent performance in the field of image recognition. LÄS MER

  3. 13. Animal ID Tag Recognition with Convolutional and Recurrent Neural Network : Identifying digits from a number sequence with RCNN

    Kandidat-uppsats, Högskolan i Skövde/Institutionen för informationsteknologi; Högskolan i Skövde/Institutionen för informationsteknologi

    Författare :Issa Hijazi; Pontus Pettersson; [2019]
    Nyckelord :Machine Learning; Convolutional Neural Network; Recurrent Neural Network; Transfer learning; Microsoft Azure;

    Sammanfattning : Major advances in machine learning have made image recognition applications, with Artificial Neural Network, blossom over the recent years. The aim of this thesis was to find a solution to recognize digits from a number sequence on an ID tag, used to identify farm animals, with the help of image recognition. LÄS MER

  4. 14. Multi-Label Text Classification with Transfer Learning for Policy Documents : The Case of the Sustainable Development Goals

    Master-uppsats, Uppsala universitet/Institutionen för lingvistik och filologi

    Författare :Samuel Rodríguez Medina; [2019]
    Nyckelord :machine learning; deep neural networks; transfer learning; text classification; sustainable development goals; sdgs;

    Sammanfattning : We created and analyzed a text classification dataset from freely-available web documents from the United Nation's Sustainable Development Goals. We then used it to train and compare different multi-label text classifiers with the aim of exploring the alternatives for methods that facilitate the search of information of this type of documents. LÄS MER

  5. 15. Beating about the bush: written production and comprehension of L2 idioms

    Kandidat-uppsats, Lunds universitet/Allmän språkvetenskap

    Författare :Lina Palm; [2019]
    Nyckelord :figurative meaning; idiom; keystroke logging; language transfer; literal meaning; phraseology; second language acquisition; second language learning; translation; Languages and Literatures;

    Sammanfattning : A study on the online process of producing idioms in writing and how second language learners manage the production and comprehension of idioms may provide a useful and comprehensive investigation of the production, comprehension and acquisition of language. The study in this paper investigated how Swedish (L1) second language learners of English (L2) produce and comprehend written idioms in the L2. LÄS MER