Essays about: "SSD"

Showing result 1 - 5 of 54 essays containing the word SSD.

  1. 1. Machine visual feedback through CNN detectors : Mobile object detection for industrial application

    University essay from Mittuniversitetet/Institutionen för elektronikkonstruktion

    Author : Kastriot Rexhaj; [2019]
    Keywords : Object detection; CNN; SSD; Faster R-CNN; YOLO; TensorFlow; ARM; Android; Deep learning; Machine vision.;

    Abstract : This paper concerns itself with object detection as a possible solution to Valmet’s quest for a visual-feedback system that can help operators and other personnel to more easily interact with their machines and equipment. New advancements in deep learning, specifically CNN models, have been exploring neural networks with detection-capabilities. READ MORE

  2. 2. An inquiry into the efficacy ofconvolutional neural networks in low-resolution video feeds for object detection

    University essay from KTH/Matematisk statistik

    Author : Mirza Okanovic; [2019]
    Keywords : Neural networks; statistics; applied mathematics; person detection; CNN; Neurala nätverk; statistik; tillämpad matematik; person detektion; CNN;

    Abstract : In this thesis, various famous models have been investigated and compared to a custom model for people detection in low resolution video feeds. YOLOv3 and SSD in particular are famous models which have, at their time, produced state of the art results on competitions such as ImageNet and COCO. 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. Pursuing Sustainability and Prosperity in Swedish Municipalities: Using Indicators to Inform Strategic Governance

    University essay from Blekinge Tekniska Högskola/Institutionen för strategisk hållbar utveckling; Blekinge Tekniska Högskola/Institutionen för strategisk hållbar utveckling; Blekinge Tekniska Högskola/Institutionen för strategisk hållbar utveckling

    Author : Alex Coley; Jordan Jerkovich; Mikkel Pilgaard Madsen; [2019]
    Keywords : Ecological Economics; Transition Management; Sustainable Prosperity; Strategic Sustainable Development; Sustainability Indicators; Community Capitals;

    Abstract : Deciding between sustainability or prosperity may be a false choice when the phenomena are appropriately defined and considered together (Stiglitz et al. 2009). READ MORE

  5. 5. Real time object detection on a Raspberry Pi

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

    Author : Adam Gunnarsson; [2019]
    Keywords : computer vision; object detection; Raspberry Pi;

    Abstract : With the recent advancement of deep learning, the performance of object detection techniques has greatly increased in both speed and accuracy. This has made it possible to run highly accurate object detection with real time speed on modern desktop computer systems. READ MORE