Essays about: "modalitet"

Showing result 1 - 5 of 20 essays containing the word modalitet.

  1. 1. Multi-modal Models for Product Similarity : Comparative evaluation of unimodal and multi-modal architectures for product similarity prediction and product retrieval

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

    Author : Christos Frantzolas; [2023]
    Keywords : Computer Vision; Natural Language Processing; Representation Learning; Metric Learning; Multimodal Retrieval; Bildigenkänning; Språkteknologi; Representationsinlärning; Metrisk inlärning; Multimodal informationssökning;

    Abstract : With the rapid growth of e-commerce, enabling effective product recommendation systems and improving product search for shoppers plays a crucial role in driving customer satisfaction. Traditional product retrieval approaches have mainly relied on unimodal models focusing on text data. READ MORE

  3. 2. Imaging of the MTP joint: Developing an imaging protocol optimised for damage detection and 3D modelling

    University essay from KTH/Fysik

    Author : Johanna Jacobsson; [2022]
    Keywords : computed tomography; magnetic resonance imaging; cone beam computedtomography; cartilage; osteochondral lesions; metatarsal phalangeal joint; datortomografi; magnetisk resonanstomografi; kon-datortomografi; brosk; kondrala skador; metatarsalphalangen-leden;

    Abstract : Walking without pain in the toe has a significant impact on a person’s well-being. Human mobility will be impaired in osteoarthritis of the big toe, and pain will occur during walking. By replacing the cartilage or bone injury with an individualised implant, osteochondral injuries to the knee and ankle can be treated. READ MORE

  4. 3. Multimodal Machine Learning in Human Motion Analysis

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

    Author : Jia Fu; [2022]
    Keywords : Multimodal machine learning; Modal fusion; Human motion classification; Multimodal maskininlärning; Modal fusion; Mänsklig rörelseklassificering;

    Abstract : Currently, most long-term human motion classification and prediction tasks are driven by spatio-temporal data of the human trunk. In addition, data with multiple modalities can change idiosyncratically with human motion, such as electromyography (EMG) of specific muscles and respiratory rhythm. READ MORE

  5. 4. VL Tasks: Which Models Suit? : Investigate Different Models for Swedish Image-Text Relation Task

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

    Author : Meinan Gou; [2022]
    Keywords : BERT; Visual-Language; Language Understanding; Object Detection; Multimodality; BERT; Visual-Language; Språkförståelse; Objektdetektion; Multimodalitet;

    Abstract : In common sense, modality measures the number of areas a model covers. Multi-modal or cross-modal models can handle two or more areas simultaneously. Some common cross-models include Vision-Language models, Speech-Language models, and Vision-Speech models. READ MORE

  6. 5. Product Matching through Multimodal Image and Text Combined Similarity Matching

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

    Author : E Soon Ko; [2021]
    Keywords : Multimodal Machine Learning; Product Matching; Similarity Matching; Supervised Learning; Unsupervised Learning; Siamese network;

    Abstract : Product matching in e-commerce is an area that faces more and more challenges with growth in the e-commerce marketplace as well as variation in the quality of data available online for each product. Product matching for e-commerce provides competitive possibilities for vendors and flexibility for customers by identifying identical products from different sources. READ MORE