Essays about: "computer thesis networks"

Showing result 1 - 5 of 158 essays containing the words computer thesis networks.

  1. 1. 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

  2. 2. 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

  3. 3. 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

  4. 4. Implementation of an 8-bit Dynamic Fixed-Point Convolutional Neural Network for Human Sign Language Recognition on a Xilinx FPGA Board

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

    Author : Ricardo Núñez-Prieto; [2019]
    Keywords : Artificial Intelligence; Computer Vision; Machine Learning; Convolutional Neural Networks; FPGA; Sign Language Recognition; Technology and Engineering;

    Abstract : The goal of this thesis work is to implement a convolutional neural network on an FPGA device with the capability of recognising human sign language. The set of gestures that the neural network can identify has been taken from the Swedish sign language, and it consists of the signs used for representing the letters of the Swedish alphabet (a.k.a. READ MORE

  5. 5. Mitigation of inter-domain Policy Violations at Internet eXchange Points

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

    Author : Muhammad Raheem; [2019]
    Keywords : IXP; Computer Networks; Distributed Systems; SDN; OpenFlow; BGP; Open vSwitch; Security; Firewall; Monitoring; IXP; Datornätverk; Distribuerade System; SDN; OpenFlow; BGP; Open vSwitch; Säkerhet; Brandvägg; Övervakning;

    Abstract : Economic incentives and the need to efficiently deliver Internet have led to the growth of Internet eXchange Points (IXPs), i.e., the interconnection networks through which a multitude of possibly competing network entities connect to each other with the goal of exchanging traffic. READ MORE