Essays about: "classification modelling"

Showing result 16 - 20 of 87 essays containing the words classification modelling.

  1. 16. Self-Supervised Transformer Networks for Error Classification of Tightening Traces

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

    Author : Dennis Bogatov Wilkman; [2022]
    Keywords : Transformers; Self-supervised Learning; Multi-Label Error Classification; Tightening Traces; Transformatorer; Självövervakad Inlärning; Klassificering av fel med flera etiketter; Skärpnings spår;

    Abstract : Transformers have shown remarkable results in the domains of Natural Language Processing and Computer Vision. This naturally raises the question whether the success could be replicated in other domains. READ MORE

  3. 17. Computer Vision in Fitness: Exercise Recognition and Repetition Counting

    University essay from KTH/Matematik (Avd.)

    Author : Anna Barysheva; [2022]
    Keywords : Exercise classification; human action recognition; repetition counting; skeletal motion recognition; unsupervised machine learning; Övningsklassificering; igenkänning av mänsklig handling; upprepningsräkning; igenkänning av skelettrörelse; oövervakad maskininlärning;

    Abstract : Motion classification and action localization have rapidly become essential tasks in computer vision and video analytics. In particular, Human Action Recognition (HAR), which has important applications in clinical assessments, activity monitoring, and sports performance evaluation, has drawn a lot of attention in research communities. READ MORE

  4. 18. 3D Facial Modelling for Valence Estimation

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

    Author : Ioannis Athanasiadis; [2022]
    Keywords : Computer Graphics; Machine Learning; Representation Disentanglement; Valence Estimation;

    Abstract : We, as humans, purposely alter our facial expression to convey information during our daily interactions. However, our facial expressions can also unconsciously change based on external stimuli. READ MORE

  5. 19. BERT Language Modelling on Network Log Data for Generalized Unsupervised Intrusion Detection

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

    Author : Fynn van Westen; [2022]
    Keywords : BERT; Language-Modelling; Cyber-Security; Intrusion-Detection; NLP; Anomaly-Detection; One-Class-Classification; BERT; språkmodellering; cybersäkerhet; intrångsdetektering; NLP; anomalidetektering; en-klass-klassificering;

    Abstract : Intrusion detection is the most prominent topic of modern computer network security. The potential attack surface is growing exponentially every year. To cope with the amounts of data which accrue, automated methods for detecting undesired network activity are the only feasible solution. READ MORE

  6. 20. Classification of healthy and Parkinson’s disease state mice using whisker movements

    University essay from KTH/Datavetenskap

    Author : Philip Tumwa; Sandra Möttus; [2022]
    Keywords : ;

    Abstract : Modelling diseases in mice provides a useful way of studying the disease. The motor symptoms of Parkinson’s disease (PD) can be studied by observing the whisker movements of mice with PD condition. Mice use their whiskers to gather information about their environment and guide their locomotion. READ MORE