Essays about: "object track"

Showing result 16 - 20 of 103 essays containing the words object track.

  1. 16. Multi-Camera Multi-Person Tracking Using Reinforcement Learning

    University essay from Lunds universitet/Matematik LTH

    Author : Axel Kärrholm; Linus Rickman; [2022]
    Keywords : Multi-Camera Multi-Object Tracking; Reinforcement Learning; Computer Vision; Machine Learning; Object Detection; Mathematics and Statistics;

    Abstract : The problem of multi-object-tracking in a network of cameras is an interesting and non-trivial problem. Given videos from a number of cameras the goal of Multi-Camera Multi-Object Tracking (MCMOT) is to find the full visible trajectory of each pedestrian from the videos as the pedestrians move across cameras. READ MORE

  3. 17. Real-time object detection robotcontrol : Investigating the use of real time object detection on a Raspberry Pi for robot control

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Simon Ryberg; Jonathan Jansson; [2022]
    Keywords : Edge Device Raspberry Pi Image recognition Machine learning Tracked robot Track drive; Edge device Raspberry Pi Maskin inlärning Bandvagns robot Band drivlina Bildigenkänning;

    Abstract : The field of autonomous robots have been explored more and more over the last decade. The combination of machine learning advances and increases in computational power have created possibilities to explore the usage of machine learning models on edge devices. READ MORE

  4. 18. A Performance Comparison of the Single Object Tracking Algorithms ROLO and Tiny-ROLO

    University essay from KTH/Datavetenskap

    Author : Simon Larspers Qvist; Beata Johansson; [2022]
    Keywords : ;

    Abstract : Object tracking in videos is an extension of ordinary object detection, to continuously predict and follow the objects’ path of motion. The Recurrent YOLO (ROLO) algorithm is a two-stage tracking algorithm that utilizes deep neural networks to track objects in image sequences. READ MORE

  5. 19. Railway Fastener Fault Detection using YOLOv5

    University essay from Uppsala universitet/Avdelningen för visuell information och interaktion

    Author : Alva Efraimsson; Elin Lemón; [2022]
    Keywords : Fastener Fault Detection; Object Detection; YOLOv5; Machine Learning; Railway Maintenance; Proactive Maintenance;

    Abstract : The railway system is an important part of the sociotechnical society, as it enables efficient, reliable, and sustainable transportation of both people and goods. Despite increasing investments, the Swedish railway has encountered structural and technical problems due to worn-out infrastructure as a result of insufficient maintenance. READ MORE

  6. 20. Tracking Under Countermeasures Using Infrared Imagery

    University essay from Linköpings universitet/Datorseende

    Author : Sara Modorato; [2022]
    Keywords : computer vision; infrared imagery; tracking; countermeasures; discriminative correlation filters; Efficient Convolution Operator tracker; Spatial-Temporal Regularized Correlation Filter tracker; Visual Object Tracking; flare; DIRCM; multiple wavelength bands; features;

    Abstract : Object tracking can be done in numerous ways, where the goal is to track a target through all frames in a sequence. The ground truth bounding box is used to initialize the object tracking algorithm. Object tracking can be carried out on infrared imagery suitable for military applications to execute tracking even without illumination. READ MORE