Essays about: "Applications of computer in real life"

Showing result 1 - 5 of 28 essays containing the words Applications of computer in real life.

  1. 1. Automatic quality assessment of formed fiber products via Computer Vision and Artificial Intelligence

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Jesper Sköld; [2023]
    Keywords : Artificial intelligence; Deep learning; CNN; YOLO; Computer Vision; Fiber products; Machine learning; Neural network;

    Abstract : Defects on fiber products have varied appearances and are common in production lines. A reliable system that can classify and identify defects without subjectivity and fatigue can improve a company's quality management. Computer vision systems are crucial for any autonomous system, but accuracy is essential for real-life applications. READ MORE

  2. 2. Noise Robustness of CNN and SNN for EEG Motor imagery classification

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

    Author : Merlin Sewina; [2023]
    Keywords : Machine Learning; Spiking Neural Networks; Convolutional Neural Networks; EEG;

    Abstract : As an able-bodied human, understanding what someone says during a phone call with a lot of background noise is usually a task that is quite easy for us as we are aware of what the information is we want to hear, e.g. the voice of the person we are talking to, and the information that is noise, e.g. READ MORE

  3. 3. Federated Self-supervised Learning in Computer Vision

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Jonas Frankemölle; [2023]
    Keywords : ;

    Abstract : With an ever-increasing amount of available image data, self-supervised learning (SSL) circumvents the necessity for annotations in traditional supervised learning methods. SSL methods such as SimSiam have shown excellent results on popular benchmark datasets, even outperforming supervised methods. READ MORE

  4. 4. Individual Layer Scaling and Redundancy Reduction of Singleshot Multiplane Images for View Synthesis

    University essay from Lunds universitet/Matematik LTH

    Author : Max Bergfelt; [2023]
    Keywords : MPI; multiplane images; view synthesis; rendering; computer vision; unity; Mathematics and Statistics;

    Abstract : Image-based rendering for view synthesis is a field within computer vision that has seen a growing number of research activity within the past few years, much due to deep learning techniques emerging, allowing researchers to re-format view synthesis as a learning problem. The multiplane image (MPI) is a recently proposed learning-based layered 3D representation, created from one or a few input images for the purpose of rendering novel views. READ MORE

  5. 5. Using fine-tuned GPT-3 models to evaluate difficulty levels for auto-generated computer science exercises

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

    Author : George Dawod Bassilious; [2023]
    Keywords : ;

    Abstract : Technological advancements in large language models, such as OpenAI’s GPT-3 and the subsequent release of GPT-3.5, have opened up new paths for research. READ MORE