Essays about: "License Plate Detection"

Showing result 1 - 5 of 7 essays containing the words License Plate Detection.

  1. 1. Finding license-plates in varying lighting conditions using two machine learning methods

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

    Author : André Sturesson; Johannes Böök; [2023]
    Keywords : machine learning; license plate; image recognition;

    Abstract : Object detection and machine learning are important fields in Computer science. This report presents two methods to find the bounding box of a license plate and tries to evaluate the best approach to deal with various lighting conditions. READ MORE

  3. 2. Comparative Analysis and Development of Receivers for Drone Remote Identification

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

    Author : Xiaolinglong Guo; [2023]
    Keywords : drone detection; remote identification; field test; wireless receiver; drönardetektering; fjärridentifiering; fälttest; trådlös mottagare;

    Abstract : Similar to a car’s license plate, the European Union Aviation Safety Agency (EASA) has released new regulations imposing the registration of drone operators and the broadcasting of the drone’s “digital license plate”, i.e., the drone Remote Identification (RID) in flight, which gives a new opportunity in drone surveillance. READ MORE

  4. 3. A Comparative study of YOLO and Haar Cascade algorithm for helmet and license plate detection of motorcycles

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Anusha Jayasree Mavilla Vari Palli; Vishnu Sai Medimi; [2022]
    Keywords : Accuracy; Haar Cascade Classifier; Helmet Detection; License Plate Detection; YOLOv3 algorithm.;

    Abstract : Background: Every country has seen an increase in motorcycle accidents over the years due to social and economic differences as well as regional variations in transportation circumstances. One common mode of transportation for those in the middle class is a motorbike.  Every motorbike rider is legally required to wear a helmet when driving a bike. READ MORE

  5. 4. License Plate Detection Utilizing Synthetic Data from Superimposition

    University essay from Lunds universitet/Matematik LTH

    Author : Olof Harrysson; [2019]
    Keywords : AI; machine learning; deep learning; CycleGAN; YOLOv3; Mathematics and Statistics;

    Abstract : Machine learning projects are often constrained by data that is messy, scarce, sensitive or costly to produce. These are issues which could be mitigated by synthetic data. This thesis tries to improve Swedish license plate localization in images by synthesizing images through superimposition, a process that produces data cheaply and in abundance. READ MORE

  6. 5. Automatic Number Plate Recognition for Android

    University essay from

    Author : Stefan Larsson; Filip Mellqvist; [2019]
    Keywords : machine learning; neural network; computer vision; ocr; object detection;

    Abstract : This thesis describes how we utilize machine learning and image preprocessing to create a system that can extract a license plate number by taking a picture of a car with an Android smartphone. This project was provided by ÅF at the behalf of one of their customers who wanted to make the workflow of their employees more efficient. READ MORE