Essays about: "Computer Vision"

Showing result 1 - 5 of 313 essays containing the words Computer Vision.

  1. 1. Detection of Archaeological Sites from Aerial Imagery using Deep Learning

    University essay from Lunds universitet/Institutionen för astronomi och teoretisk fysik

    Author : Jorge Lazo; [2019]
    Keywords : Deep Learning; Archaeology; Computer Vision; Aerial Imagery; Transfer Learning.; Physics and Astronomy;

    Abstract : In recent years, Deep Learning has proven to be an outstanding tool in the field of computer vision showing promising results in different fields such as the analysis of medical images, obstacle detection for self-driving cars, automatic image caption generation, etc. In the case of Archaeology, the adoption of these methods in the detection of archaeological structures from aerial images has been slower than in other fields. READ MORE

  2. 2. Vision based facial emotion detection using deep convolutional neural networks

    University essay from Mälardalens högskola/Akademin för innovation, design och teknik

    Author : Fredrik Julin; [2019]
    Keywords : Computer vision; Deep learning; Convolutional neural network; CNN; Neural network; Machine learning; emotion detection; facial expression recognition; real-time; face detection;

    Abstract : Emotion detection, also known as Facial expression recognition, is the art of mapping an emotion to some sort of input data taken from a human. This is a powerful tool to extract valuable information from individuals which can be used as data for many different purposes, ranging from medical conditions such as depression to customer feedback. READ MORE

  3. 3. Traffic Sign Classification Using Computationally Efficient Convolutional Neural Networks

    University essay from Linköpings universitet/Datorseende

    Author : Carl Ekman; [2019]
    Keywords : CNN; Machine Learning; Deep Learning; Computer Vision; Traffic Sign Recognition; Traffic Sign Classification; Image Classification; Neural Networks;

    Abstract : Traffic sign recognition is an important problem for autonomous cars and driver assistance systems. With recent developments in the field of machine learning, high performance can be achieved, but typically at a large computational cost. READ MORE

  4. 4. Real-time localization of balls and hands in videos of juggling using a convolutional neural network

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

    Author : Rasmus Åkerlund; [2019]
    Keywords : convolutional neural network; real-time object localization; large video dataset; juggling;

    Abstract : Juggling can be both a recreational activity that provides a wide variety of challenges to participants and an art form that can be performed on stage. Non-learning-based computer vision techniques, depth sensors, and accelerometers have been used in the past to augment these activities. READ MORE

  5. 5. Visual Object Detection using Convolutional Neural Networks in a Virtual Environment

    University essay from Linköpings universitet/Datorseende

    Author : Andreas Norrstig; [2019]
    Keywords : Object Detection; Convolutional Neural Networks; Virtual Environment; Computer Vision; Deep Learning; Machine Learning;

    Abstract : Visual object detection is a popular computer vision task that has been intensively investigated using deep learning on real data. However, data from virtual environments have not received the same attention. A virtual environment enables generating data for locations that are not easily reachable for data collection, e.g. READ MORE