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Showing result 1 - 5 of 15 essays matching the above criteria.

  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. A Machine Vision System for Robotic Operations Quality Control in an Automated Biological Lab

    University essay from Umeå universitet/Institutionen för fysik

    Author : Rikard Nyström; [2021]
    Keywords : Machine vision; Automation; Robotics quality control; Image processing; Barcode recognition;

    Abstract : Quality control is a necessity when it comes to automating a biological lab with the help of robotics. Two major quality control objectives are targeted by the research group PharmBio at Uppsala University: (1) barcode recognition and decoding, and (2) determining the position and orientation of microplates relative the gripper at the end of an industrial robot arm. READ MORE

  5. 4. Number Recognition of Real-world Images in the Forest Industry : a study of segmentation and recognition of numbers on images of logs with color-stamped numbers

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : Johan Munter; [2020]
    Keywords : Number recognition; preprocessing; machine learning; forest industry;

    Abstract : Analytics such as machine learning are of big interest in many types of industries. Optical character recognition is essentially a solved problem, whereas number recognition on real-world images which can be one form of machine learning are a more challenging obstacle. READ MORE

  6. 5. Modelling of Hand Gestures and Motions

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Erik Ingemarsson; [2019]
    Keywords : Radar; Gesture Recognition; Signal Processing; Technology and Engineering;

    Abstract : Measuring the radar response has proven to be a valid input for neural networks used for gesture and motion recognition. Previous work have been based on measuring the radar response of hand gestures, but it has been shown that models based on the analytic expressions for basic objects are useful when simulating larger motions, such as pedestrians. READ MORE