Essays about: "Road Damage Detection"

Found 4 essays containing the words Road Damage Detection.

1. 1. Data Augmentations for Improving Vision-Based Damage Detection : in Land Transport Infrastructure

   University essay from KTH/Lantmäteri – fastighetsvetenskap och geodesi

   Author : Punnawat Siripatthiti; [2023]
   Keywords : Computer Vision; Data Augmentation; Object Detection; Crack Detection; Road Damage Detection; Sleeper Defect Detection; datorseende; dataökning; objektdetektering; sprickdetektering; vägbeläggning; järnvägsslipers;

   Abstract : Crack, a typical term most people know, is a common form of distress or damage in road pavements and railway sleepers. It poses significant challenges to their structural integrity, safety, and longevity. Over the years, researchers have developed various data-driven technologies for image-based crack detection in road and sleeper applications. READ MORE

3. 2. Road damage detection withYolov8 on Swedish roads

   University essay from Uppsala universitet/Avdelningen för beräkningsvetenskap

   Author : Martin Eriksson; [2023]
   Keywords : Ensemble learning; Object Detection; Yolov8; Yolov5; Object Detection on smartphone;

   Abstract : This thesis addresses the problem of Road Damage Detection using object detection models,Yolov8 and Yolov5. While Yolov5 has been utilized in prior road damage detection projects, thiswork introduces the application of the newly released Yolov8 model to this domain. READ MORE

4. 3. Road Damage Segmentation for Mobile Hardware

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

   Author : Martti Yap; [2021]
   Keywords : Road Damage; Deep Learning; Image Segmentation.; Vägskador; Djupinlärning; Bildsegmentering.;

   Abstract : The detection and early repair of road damage are paramount for the quality and safety of roads. Current detection efforts typically rely on Deep Learning methods for object detection with bounding boxes, with calculations performed on high-performance hardware. READ MORE

5. 4. Damage Assessment of Mozambique Flooding Using Sentinel

   University essay from KTH/Geoinformatik

   Author : Ludvig Lundberg; [2020]
   Keywords : change detection; supervised classification; sentinel; Mozambique;

   Abstract : In the past 40 years, floods have become a bane of Mozambique’s inhabitants and economy. The latest of them, caused by the cyclone Idai, has devastated the area resulting in loss of life and property. It was estimated that around 715 000 hectares of farmland was destroyed as a result of the cyclone. READ MORE