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Showing result 1 - 5 of 103 essays matching the above criteria.

  1. 1. Object Recognition and Tracking of Bolts: A Comparative Analysis of CNN Models and Computer Vision Techniques : A Comparison of CNN Models and Tracking Algorithms

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

    Author : Serhat Bulun; [2023]
    Keywords : ;

    Abstract : The newer generation industry 4.0 focuses on development of both flexibility and autonomy for power tools used by companies in different mechanical areas and assembly lines. One area for automation is the application of computer vision in power tools to detect, identify and track bolts. READ MORE

  3. 2. Using Machine Learning to Optimize Near-Earth Object Sighting Data at the Golden Ears Observatory

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

    Author : Laura Murphy; [2023]
    Keywords : Near-Earth Object Detection; Machine Learning; Deep Learning; Visual Transformers;

    Abstract : This research project focuses on improving Near-Earth Object (NEO) detection using advanced machine learning techniques, particularly Vision Transformers (ViTs). The study addresses challenges such as noise, limited data, and class imbalance. READ MORE

  4. 3. PTZ Handover: Tracking an object across multiple surveillance cameras

    University essay from Lunds universitet/Institutionen för reglerteknik

    Author : Alexander Persson; [2023]
    Keywords : Technology and Engineering;

    Abstract : Tracking objects in a scene is a crucial task in accomplishing surveillance that enhances security and provides valuable information about the events happening at the site. For this task, the PTZ (pan-tilt-zoom) cameras can be utilized to achieve fluid tracking as they provide all-around surveillance with zoom capabilities. READ MORE

  5. 4. MISK-Moves

    University essay from Lunds universitet/Certec - Rehabiliteringsteknik och Design

    Author : Bo Elovson Grey; [2023]
    Keywords : MISK; machine learning; ResNet-18; NVIDIA Jetson Nano; system-on-module; Certec; Furuboda KompetensCenter; Eldorado resurcenter; pose estimation; object detection; object tracking; Raspberry Pi V2 camera; Max 8; Technology and Engineering;

    Abstract : Move-to-play is a musical instrument for persons with both cognitive and physical impairments, who would have trouble playing traditional instruments. Everyone, no matter their abilities, are given the chance to play and control music by moving their own body. READ MORE

  6. 5. Video-based Motion Analysis and Visualization for Shooting Strategies : A visualization tool for shooting videos

    University essay from Mittuniversitetet/Institutionen för data- och elektroteknik (2023-)

    Author : Jonas Carlsson; [2023]
    Keywords : visualization; shooting strategy; analysis tool; object detection;

    Abstract : Video analysis and visualization are widely used in various applications, including sports analysis, video surveillance and medical imaging. This study investigates the use of video visualization as a tool in the field of shooting. The study aims to answer the question: "What can be a good visualization strategy for video-based shooting analysis?". READ MORE