Essays about: "Metadata category."

Showing result 1 - 5 of 8 essays containing the words Metadata category..

  1. 1. Metadata assisted finetuning with largepre-trained language models forabstractive text summarization : Multi-task finetuning with abstractive text summarization and categoryclassification

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Max Sjöblom; [2023]
    Keywords : ;

    Abstract : Text summarization is time-consuming for humans to complete but is still required in many areas. Recent progress in machine learning research, especially in the natural language domain, has produced promising results. READ MORE

  3. 2. Examining Machine Learning as an alternative for scalable video analysis

    University essay from KTH/Hälsoinformatik och logistik

    Author : Niclas Ragnar; Zoran Tolic; [2019]
    Keywords : Machine Learning; MLaaS; Microsoft; Google; DeepAI; Aylien; video analysis; transcription; translation; summarisation; Word Error Rate; BLEU; Maskininlärning; MLaaS; Microsoft; Google; videoanalys; transkribering; översättning; sammanfattning; word error rate; BLEU;

    Abstract : Video is a large part of today’s society where surveillance cameras represent the biggest source of big data, and real-time entertainment is the largest network traffic category. There is currently a large interest in analysing the contents of video where video analysis is mainly conducted by people. READ MORE

  4. 3. Unsupervised Learning of Visual Features for Fashion Classification

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

    Author : Sumeet Dhariwal; [2019]
    Keywords : ;

    Abstract : Deep Learning has changed the way computer vision tasks are being solved in the current age. Deep Learning approaches have achieved state-of-the-art results in computer vision problems like image classification, image verification, object detection, and image segmentation. READ MORE

  5. 4. Multimodal Classification of Second-Hand E-Commerce Ads

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

    Author : Ludvig Åberg; [2018]
    Keywords : Machine Learning; Classification; Multimodal Classification; Multimodal Learning; Representation Learning; Late Fusion; Early Fusion; Visual Attention; Marketplace; Second Hand; E-commerce; Blocket.se;

    Abstract : In second-hand e-commerce, categorization of new products is typically done by the seller. Automating this process makes it easier to upload ads and could lower the number of incorrectly categorized ads. READ MORE

  6. 5. Etymonline: From etymological dictionary to an online digital library : Utilizing LIS notions in converting a database to a DL

    University essay from

    Author : Yaelle Kalifon; [2017]
    Keywords : categorization; tagging; information organization; data mining; etymology;

    Abstract : The thesis explores the hypothetical turning of an online database of etymology into an online digital library. The reader will be introduced with the principles that constitute a library, as opposed to other sources of information and knowledge, and the contemporary attributes of having those available online. READ MORE