Sökning: "DeepLabCut"

Hittade 5 uppsatser innehållade ordet DeepLabCut.

  1. 1. Quantification of motor behaviour in freely moving rodents

    Master-uppsats, Lunds universitet/Avdelningen för Biomedicinsk teknik

    Författare :Caroline Kattrup Frostemark; [2022]
    Nyckelord :Technology and Engineering;

    Sammanfattning : Systems evaluating potential treatment methods for Parkinson’s disease and chronic pain conditions, using rodent experimental models, are highly needed. Currently used systems are aiming to evaluate these kinds of treatment methods by analyzing the animal’s motor behavior. LÄS MER

  3. 2. Pose Classification of Horse Behavior in Video : A deep learning approach for classifying equine poses based on 2D keypoints

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Michaela Söderström; [2021]
    Nyckelord :Deep Learning; Computer Visison; Horse behavior; Pose estimation; 2D key- points; Pose classification; DeepLabCut; Djupinlärning; Datorseende; Hästbeteende; Pose-estimering; Nyckelpunkter; Intressepunkter; Pose-klassificering; DeepLabCut;

    Sammanfattning : This thesis investigates whether Computer Vision can be a useful tool in interpreting the behaviors of monitored horses. In recent years, research in the field of Computer Vision has primarily focused on people, where pose estimation and action recognition are popular research areas. LÄS MER

  4. 3. Analysis of Mouse Whisker Movement Synchronicity

    Master-uppsats, KTH/Medicinteknik och hälsosystem

    Författare :Johanna Elisabeth de Voogel; [2020]
    Nyckelord :;

    Sammanfattning : In active sensing, sensory organs are actively controlled by the motor system to optimize stimuli acquisition. Coupling behaviour of animal models with electrophysiological signals could give us important insights in the workings of this active sensing in health and disease. In this work, a contribution is made towards this aim. LÄS MER

  5. 4. Classification of the different movements (walk/trot/canter) anddata collection of pose estimation

    Kandidat-uppsats,

    Författare :Moa Sjöström; [2020]
    Nyckelord :DeepLabCut; Pose Estimation; EquiEye; gaits; walk; trot; canter; horses;

    Sammanfattning : Pose estimation uses computer vision to predict how a body moves. The likeliness off different movements is predicted with a neural network and the most likely pose is predicted. With DeepLabCut, an open source software package for 3D animal pose estimation, information about animals behaviour and movement can be extracted. LÄS MER

  7. 5. Automated tracking and analysis of mouse whisker movements

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Athira Athira; [2019]
    Nyckelord :;

    Sammanfattning : Whisking behaviour, observed in animals like rodents and marsupials, have been of great interest to neuroscientists, as a model for the study of mechanisms behind active sensing. Most of the studies of the whisking behaviour utilize video recordings of the movement. LÄS MER