Essays about: "Yolov8s"

Found 3 essays containing the word Yolov8s.

  1. 1. Real Time Vehicle Detection for Intelligent Transportation Systems

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Elda Shurdhaj; Ulehla Christián; [2023]
    Keywords : Unmanned aerial vehicles UAVs ; vehicle detection; CNN architecture; snow cover; NVD; Yolov5s; Yolov8s; Faster R-CNN; real-time processing; edge devices;

    Abstract : This thesis aims to analyze how object detectors perform under winter weather conditions, specifically in areas with varying degrees of snow cover. The investigation will evaluate the effectiveness of commonly used object detection methods in identifying vehicles in snowy environments, including YOLO v8, Yolo v5, and Faster R-CNN. READ MORE

  3. 2. Investigation regarding the Performance of YOLOv8 in Pedestrian Detection

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

    Author : Jonatan Jönsson Hyberg; Adam Sjöberg; [2023]
    Keywords : Autonomous Cars; Machine Learning; YOLOv8; Pedestrian Detection;

    Abstract : Autonomous cars have become a trending topic as cars become better and better at driving autonomously. One of the big changes that have allowed autonomous cars to progress is the improvements in machine learning. Machine learning has made autonomous cars able to detect and react to obstacles on the road in real time. READ MORE

  4. 3. Evaluation of Tree Planting using Computer Vision models YOLO and U-Net

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Sofie Liszka; [2023]
    Keywords : Unet; YOLOv8; Autonomous tree planting;

    Abstract : Efficient and environmentally responsible tree planting is crucial to sustainable land management. Tree planting processes involve significant machinery and labor, impacting efficiency and ecosystem health. In response, Södra Skogsägarna introduced the BraSatt initiative to develop an autonomous planting vehicle called E-Beaver. READ MORE