Essays about: "license plate recognition"

Showing result 1 - 5 of 8 essays containing the words license plate recognition.

  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. Drone navigation and license plate recognition for vehicle search and classification

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Moa Arvidsson; Sithichot Sawirot; [2022]
    Keywords : ;

    Abstract : This thesis explores the progress of creating a system for detecting license plates and navigating through a garage environment with onboard computing on the nano-drone CrazyFlie 2.1. The system uses the deep learning network MobileNetv2 to classify real-time images from the built-in camera to detect license plates in its immediate environment. READ MORE

  4. 3. 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

  5. 4. Energy Efficiency and Power Consumption Improvement of IR Illumination for Surveillance Cameras

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

    Author : Carlos Tormo Lluch; [2018]
    Keywords : rolling shutter; energy efficiency; IR; stroboscopic illumination; rullande slutare; energieffektivitet; IR; stroboskopisk belysning;

    Abstract : The power and energy optimization of a device can lead to a reduced cost, smaller area, better temperature performance, and higher lifetime. Furthermore, in systems that have limited power budget, it allows running simultaneously more functionalities or using features that require higher power demand. READ MORE

  6. 5. Strobed IR Illumination for Image Quality Improvement in Surveillance Cameras

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

    Author : Steve Darmadi; [2018]
    Keywords : surveillance camera; infrared; strobing; rolling shutter; license plate recognition; övervakningskamera; infraröd; strobing; rullande slutare; registreringsskyltigenkänning;

    Abstract : Infrared (IR) illumination is commonly found in a surveillance camera to improve night-time recording quality. However, the limited available power from Power over Ethernet (PoE) connection in networkenabled cameras restricts the possibilities of increasing image quality by allocating more power to the illumination system. READ MORE