Essays about: "DeepLabCut"

Found 4 essays containing the word DeepLabCut.

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

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

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

    Abstract : 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. READ MORE

  2. 2. Analysis of Mouse Whisker Movement Synchronicity

    University essay from KTH/Medicinteknik och hälsosystem

    Author : Johanna Elisabeth de Voogel; [2020]
    Keywords : ;

    Abstract : 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. READ MORE

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

    University essay from

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

    Abstract : 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. READ MORE

  4. 4. Automated tracking and analysis of mouse whisker movements

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

    Author : Athira Athira; [2019]
    Keywords : ;

    Abstract : 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. READ MORE