Essays about: "SSD"

Showing result 16 - 20 of 100 essays containing the word SSD.

  1. 16. Facial Mask Detection on Live Camera Feed : Development of Robust Object Detection Algorithms for Manufacturing

    University essay from Uppsala universitet/Avdelningen för visuell information och interaktion

    Author : Frida Forssell; [2022]
    Keywords : ;

    Abstract : Modern Image Classification and Object Detection methods are ideal candidates for performingNon-Destructive Testing (NDT) in manufacturing establishment. These methods provide anopportunity to achieve digitalization and can form the backbone of Industry 4.0 implementationsin manufacturing environments. READ MORE

  3. 17. Automatic Man Overboard Detection with an RGB Camera : Using convolutional neural networks

    University essay from Linköpings universitet/Artificiell intelligens och integrerade datorsystem

    Author : William Bergekrans; [2022]
    Keywords : man overboard; object detection; computer vision; man overboard dataset;

    Abstract : Man overboard is one of the most common and dangerous accidents that can occur whentraveling on a boat. Available research on man overboard systems with cameras have focusedon man overboard taking place from larger ships, which involves a fall from a height. READ MORE

  4. 18. Pruning a Single-Shot Detector for Faster Inference : A Comparison of Two Pruning Approaches

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

    Author : Karl Beckman; [2022]
    Keywords : Computer Vision; Object Detection; Single-Shot Detector; SSD-MobileNetV2; Iterative Pruning; Datorseende; Objektdetektering; Enstegsdetektor; SDD-MobileNet-V2; Iterativ Beskärning;

    Abstract : Modern state-of-the-art object detection models are based on convolutional neural networks and can be divided into single-shot detectors and two-stage detectors. Two-stage detectors exhibit impressive detection performance but their complex pipelines make them slow. READ MORE

  5. 19. Investigation of real-time lightweight object detection models based on environmental parameters

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Dennis Persson; [2022]
    Keywords : object detection; convolutional neural network; environmental parameters;

    Abstract : As the world is moving towards a more digital world with the majority of people having tablets, smartphones and smart objects, solving real-world computational problems with handheld devices seems more common. Detection or tracking of objects using a camera is starting to be used in all kinds of fields, from self-driving cars, sorting items to x-rays, referenced in Introduction. READ MORE

  6. 20. Comparison Of Object Detection Models - to detect recycle logos on tetra packs

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Sree Chandan Kamireddi; [2022]
    Keywords : Object Detection; Deep Learning; Convolutional Neural Networks.;

    Abstract : Background: Manufacturing and production of daily used products using recyclable materials took a steep incline over the past few years. The recyclable packages that are being considered for this thesis are Tetra Packs. Tetra packs are widely used for packaging liquid foods. READ MORE