Essays about: "deep learning"

Showing result 11 - 15 of 692 essays containing the words deep learning.

  1. 11. How Certain Are You of Getting a Parking Space? : A deep learning approach to parking availability prediction

    University essay from Linköpings universitet/Institutionen för datavetenskap; Linköpings universitet/Institutionen för datavetenskap

    Author : Mathias Nilsson; Sophie von Corswant; [2020]
    Keywords : monte carlo dropout; mc dropout; long short term memory; lstm; neural network; recurrent neural network; gradient tree boosting; rnn; gradient boosting regression tree; gbrt; quantile regression; traffic congestion; parking; parking occupancy; parking availability; parking space; parking lot; machine learning;

    Abstract : Traffic congestion is a severe problem in urban areas and it leads to the emission of greenhouse gases and air pollution. In general, drivers lack knowledge of the location and availability of free parking spaces in urban cities. READ MORE

  2. 12. Classification of Heart Views in Ultrasound Images

    University essay from Linköpings universitet/Datorseende

    Author : David Pop; [2020]
    Keywords : AI; deep learning; echocardiography; image classification;

    Abstract : In today’s society, we experience an increasing challenge to provide healthcare to everyone in need due to the increasing number of patients and the shortage of medical staff. Computers have contributed to mitigating this challenge by offloading the medical staff from some of the tasks. READ MORE

  3. 13. Air Reconnaissance Analysis using Convolutional Neural Network-based Object Detection

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

    Author : Niklas Fasth; Rasmus Hallblad; [2020]
    Keywords : Deep Learning; Object detection; Convolutional neural network; Faster R-CNN; Single Shot MultiBox Detector; Aerial images; Data annotation;

    Abstract : The Swedish armed forces use the Single Source Intelligent Cell (SSIC), developed by Saab, for analysis of aerial reconnaissance video and report generation. The analysis can be time-consuming and demanding for a human operator. In the analysis workflow, identifying vehicles is an important part of the work. READ MORE

  4. 14. Evaluation of CNN in ESM Data Classification by Perspective of  Military Utility

    University essay from Försvarshögskolan

    Author : Jimmy Johansson; [2020]
    Keywords : CNN; emitter classification; ESM; spectrogram; military utility; CNN; sändarklassifikation; ES; ESM; spektrogram; militär nytta;

    Abstract : Modern society has seen an increase in automation using AI in a variety of applications. To keep up with recent development, it is therefore logical to investigate the application of AI programs to military tasks. READ MORE

  5. 15. Detecting Deepfakes and Forged Videos Using Deep Learning

    University essay from Lunds universitet/Matematik LTH

    Author : Emil Johansson; [2020]
    Keywords : Image Analysis; Deepfake; Deep Learning; Neural Networks; FaceSwap; Face2Face; Neural Textures; Mathematics and Statistics;

    Abstract : Over just a few years, methods to manipulate videos have become so sophistica- ted that even someone without much expertise or computational resources can forge videos inseparable from pristine ones to the human eye. These methods can for instance insert a person in a video or manipulate their lip movements to make them say anything of the manipulator’s liking. READ MORE