Essays about: "transportation, object detection"

Showing result 1 - 5 of 11 essays containing the words transportation, object detection.

1. 1. Multi-Scale Task Dynamics in Transfer and Multi-Task Learning : Towards Efficient Perception for Autonomous Driving

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

   Author : Simon Ekman von Huth; [2023]
   Keywords : Autonomous Driving; Computer Vision; Deep Learning; Machine Learning; Multi-Task Learning; Transfer Learning; Task Relationships; Task Dynamics; Python; Multi-Scale Representation Learning; Fuss-Free Network; Självkörande Fordon; Datorseende; Djupinlärning; Maskininlärning; Multiuppgiftsinlärning; Överföringsinlärning; Uppgiftsrelationer; Uppgiftsdynamik; Python; Flerskalig Representationsinlärning; Fuss-Free Nätverk;

   Abstract : Autonomous driving technology has the potential to revolutionize the way we think about transportation and its impact on society. Perceiving the environment is a key aspect of autonomous driving, which involves multiple computer vision tasks. READ MORE

3. 2. 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

4. 3. Real-time Counting Of People In Public Spaces

   University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

   Author : Matilda Petersson; Yaren Melek Mohammedi; [2022]
   Keywords : People counter; Object detection; Edge; Computer vision;

   Abstract : Real-time people counting is a beneficial system that covers many levels of use cases. It can help keep track of the number of people entering buildings, buses, stores, and other facilities. READ MORE

5. 4. 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. 5. Training a computer vision model using semi-supervised learning and applying post-training quantizations

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

   Author : Albernn Vedin; [2022]
   Keywords : Machine learning; Object detection; Computer vision; Neural network; Semi-supervised learning; Post-training quantizations; Embedded systems; Electrical scooters;

   Abstract : Electrical scooters have gained a lot of attention and popularity among commuters all around the world since they entered the market. After all, electrical scooters have shown to be efficient and cost-effective mode of transportation for commuters and travelers. READ MORE