Essays about: "OpenCV"

Showing result 16 - 20 of 85 essays containing the word OpenCV.

  1. 16. FPGA Implementation of the ORB Algorithm

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

    Author : Xinyuan Zhang; Emil Sturk Sellstedt; [2022]
    Keywords : Technology and Engineering;

    Abstract : Image feature extraction has become a key technology in the field of autonomous Artificial Intelligence. The algorithm Oriented FAST and Rotated BRIEF (ORB), uses established technologies in image processing to allow a computer to ”see” and navigate its surroundings. READ MORE

  3. 17. Shape Detection in Images Using Machine Learning

    University essay from Örebro universitet/Institutionen för naturvetenskap och teknik

    Author : Axel Devlin; [2021]
    Keywords : Multi-class classification; SVM; support vector machine; supervised learning; machine learning; Flerklass klassificering; SVM; stödvektormaskin; övervakat lärande; maskininlärning;

    Abstract : Rapporten undersöker hur man ska gå tillväga för att implementera en support vector machinesom kan klassificera olika former i bilder med hjälp av OpenCV libraryt i Python. Dettakommer att göras genom att beräkna scale-invariant features. De scale-invariant features somkommer undersökas är simple features och Hu moments. READ MORE

  4. 18. Utilizing machine learning in wildlife camera traps for automatic classification of animal species : An application of machine learning on edge devices

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

    Author : Niklas Erlandsson; [2021]
    Keywords : Computer Vision; TensorFlow; OpenCV; Machine learning; Neural networks; Camera traps; Datorseende; TensorFlow; OpenCV; Maskininlärning; Neurala nätverk; Åtelkameror;

    Abstract : A rapid global decline in biodiversity has been observed in the past few decades, especially in large vertebrates and the habitats supporting these animal populations. This widely accepted fact has made it very important to understand how animals respond to modern ecological threats and to understand the ecosystems functions. READ MORE

  5. 19. Unsupervised Learning for Structure from Motion

    University essay from Linköpings universitet/Datorseende

    Author : Erik Örjehag; [2021]
    Keywords : sfm; structure from motion; depth; ego-motion; unsupervised learning; consensus maximization;

    Abstract : Perception of depth, ego-motion and robust keypoints is critical for SLAM andstructure from motion applications. Neural networks have achieved great perfor-mance in perception tasks in recent years. But collecting labeled data for super-vised training is labor intensive and costly. READ MORE

  6. 20. Modelling solar access at the window level of buildings – a case study for urban densification simulations in Sweden

    University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Kendall Hartman; [2021]
    Keywords : Physical Geography and Ecosystem analysis; CityJSON; 3D City Model; solar energy; solar urban planning; sustainable urban development; NS building; Geomatics; Earth and Environmental Sciences; Technology and Engineering;

    Abstract : Buildings are a are a major consumer of energy in urban areas. The use of solar energy in buildings can help reduce CO2 emitting energy consumption in these urban areas. One way to use solar energy is through passive solar energy systems. Passive solar energy systems allow a building to use daylight as an energy source. READ MORE