Essays about: "transfer learning"

Showing result 1 - 5 of 427 essays containing the words transfer learning.

  1. 1. Winter Wheat Harvest Prediction Using Primarily Satellite Radar Data from Sentinel-1

    University essay from Lunds universitet/Matematik LTH

    Author : Oliver Persson Bogdanovski; Christoffer Svenningsson; [2023]
    Keywords : Precision Agriculture; Sentinel-1 SAR; Machine Learning; Winter Wheat; Harvest Prediction; RFI-filtering; Despeckling; Mathematics and Statistics;

    Abstract : Aiding farmers with their tremendous task of sustainably and cost-efficiently feeding the world is of utmost importance. Information technology plays a crucial role in supporting farmers and supplying them with accurate information about their crops. READ MORE

  3. 2. Machine learning assisted decision support system for image analysis of OCT

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Elias Yacoub; [2022]
    Keywords : OCT; Optical Coherence Tomography; Sahlgrenska Hospital; Sahlgrenska University Hospital; VGG16; InceptionResNet50V2; ResNet50V2; Choroidal Neovascularization; CNV; Diabetic Macular Edema; DME; drusen; Elias Yacoub; Elias; Yacoub;

    Abstract : Optical Coherence Tomography (OCT) has been around for more than 30 years and is still being continuously improved. The department of ophthalmology is a part of Sahlgrenska Hospital that heavily uses OCT for helping people with the treatment of eye diseases. READ MORE

  4. 3. Developing Skills Through Digital Project-Based Learning : Dual case study of Linköping University and WSP Sweden AB

    University essay from Linköpings universitet/Institutionen för ekonomisk och industriell utveckling

    Author : Magnus Jungerth; Louise Andersson; [2022]
    Keywords : Project-Based Learning; Project-Based Organizations; Skills Development; Digitalization; Knowledge Transfer; Covid-19; Higher Education; Remote Work; Impact; Project Competence; Tacit Knowledge; Explicit Knowledge; Motivation; Problem-Solving; Communication; Collaboration; Prioritization;

    Abstract : The number of project-based organizations has increased in recent times, as has the teaching method of project-based learning. These two phenomena are related but little research has been conducted to examine the relationship between them, especially from a skills development perspective. READ MORE

  5. 4. Multilingual Transformer Models for Maltese Named Entity Recognition

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Kris Farrugia; [2022]
    Keywords : low-resource; named-entity; information extraction; Maltese;

    Abstract : The recently developed state-of-the-art models for Named Entity Recognition are heavily dependent upon huge amounts of available annotated data. Consequently, it is extremely challenging for data-scarce languages to obtain significant result. READ MORE

  6. 5. Gait recognition using Deep Learning

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Amanda Seger; [2022]
    Keywords : Deep learning; CNN; gait recognition;

    Abstract : Gait recognition is important for identifying suspects in criminal investigations. This study will study the potential of using models based on transfer learning for this purpose. Both supervised and unsupervised learning will be examined. READ MORE