Essays about: "Siamese Network"

Showing result 1 - 5 of 8 essays containing the words Siamese Network.

  1. 1. Product Matching Using Image Similarity

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Melker Forssell; Gustav Janér; [2020]
    Keywords : AI; ML; Triplet Loss; SNN; Machine Learning; Artificiall Intelligence; Similarity Learning; Metric Learning; Computer Vision; Product Matching; Image Matching;

    Abstract : PriceRunner is an online shopping comparison company. To maintain up-todate prices, PriceRunner has to process large amounts of data every day. The processing of the data includes matching unknown products, referred to as offers, to known products. READ MORE

  2. 2. Measure face similarity based on deep learning

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

    Author : Chenyang Zhou; [2019]
    Keywords : ;

    Abstract : Measuring face similarity is a task in computer vision that is different from face recognition. It aims to find an embedding in which similar faces have a smaller distance than dissimilar ones. This project investigates two different Siamese networks to explore whether these specific networks outperform face recognition methods on face similarity. READ MORE

  3. 3. Mobile Device Gaze Estimation with Deep Learning : Using Siamese Neural Networks

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

    Author : Julien Adler; [2019]
    Keywords : Siamese Neural Network; GazeCapture; Gaze Estimation; Mobile; Unconstrained; Calibration Points;

    Abstract : Gaze tracking has already shown to be a popular technology for desktop devices. When it comes to gaze tracking for mobile devices, however, there is still a lot of progress to be made. There’s still no high accuracy gaze tracking available that works in an unconstrained setting for mobile devices. READ MORE

  4. 4. Motion Event Recognition Using User Feedback

    University essay from Lunds universitet/Matematik LTH

    Author : Hannes Jönsson; [2018]
    Keywords : Motion Detection; Machine Learning; One-Class Classification; OSCVM; Siamese Network; Distance Metric; Relation Network; Technology and Engineering;

    Abstract : With high associated costs, both in terms of time and economics, false alarms are a ubiquitous problem in camera surveillance. There exists many methods of lowering the rate of false alarms from motion detection, most of which are based around using static rules and filters such as area of interest, cross-line detection and filtering of swaying objects. READ MORE

  5. 5. Visual Tracking with Deep Learning : Automatic tracking of farm animals

    University essay from KTH/Radio Systems Laboratory (RS Lab)

    Author : Biwen Zhu; [2018]
    Keywords : Computer vision; Video tracking; Machine learning; Discriminative correlation filter; Compressed video; Bandwidth balancing; Network traffic; Dator vision; Video spårning; Maskininlärning; Diskriminerande korrelationsfilter; Komprimerad video; Bandbredd balansering; Nätverkstrafik;

    Abstract : Automatic tracking and video of surveillance on a farm could help to support farm management. In this project, an automated detection system is used to detect sows in surveillance videos. This system is based upon deep learning and computer vision methods. READ MORE