Essays about: "SSD."

Showing result 1 - 5 of 65 essays containing the word SSD..

  1. 1. 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

  2. 2. From Body Parts Responses to Underwater Human Detection: A Deep Learning Approach

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap; Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Wenjie Zhan; Maowei Zheng; [2020]
    Keywords : Deep learning; human body parts detection; underwater human detection;

    Abstract : Context. Underwater human detection has been an important problem in computer vision areas. Body part-based models could gain good performance in on-land human detection with occlusion existing scenarios. This thesis explores the feasibility of human body parts detection in underwater environment. READ MORE

  3. 3. Vehicle Detection, at a Distance : Done Efficiently via Fusion of Short- and Long-Range Images

    University essay from Linköpings universitet/Datorseende

    Author : Emil Luusua; [2020]
    Keywords : ;

    Abstract : Object detection is a classical computer vision task, encountered in many practical applications such as robotics and autonomous driving. The latter involves serious consequences of failure and a multitude of challenging demands, including high computational efficiency and detection accuracy. READ MORE

  4. 4. How accuracy of estimated glottal flow waveforms affects spoofed speech detection performance

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

    Author : Johannes Deivard; [2020]
    Keywords : computer science; machine learning; automatic speech verification; spoofed speech detection; glottal flow waveform; glottal inverse filtering; artificial neural network; logistic regression; support vector machine; classifiers;

    Abstract : In the domain of automatic speaker verification,  one of the challenges is to keep the malevolent people out of the system.  One way to do this is to create algorithms that are supposed to detect spoofed speech. READ MORE

  5. 5. Edge Machine Learning for Animal Detection, Classification, and Tracking

    University essay from Linköpings universitet/Reglerteknik; Linköpings universitet/Reglerteknik

    Author : Amanda Tydén; Sara Olsson; [2020]
    Keywords : computer vision; object detection; object tracking; edge machine learning; animal detection;

    Abstract : A research field currently advancing is the use of machine learning on camera trap data, yet few explore deep learning for camera traps to be run in real-time. A camera trap has the purpose to capture images of bypassing animals and is traditionally based only on motion detection. READ MORE