Essays about: "Faster R-CNN"

Showing result 1 - 5 of 15 essays containing the words Faster R-CNN.

  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. Visual Object Detector for Vehicle Teleoperation Applications

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

    Author : Charles Kinuthia; [2020]
    Keywords : ;

    Abstract : Self-driving vehicles have recently gained attention from vehicle manufacturers due breakthrough in machine learning and AI algorithms. One of the areas that has sparked interest is the improved perception of vehicles by employing accurate real-time object detectors aided by the fast computing resources available. READ MORE

  4. 4. Real Time Detection and Recognition of Construction Vehicles : Using Deep Learning Methods

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Sai Krishna Chadalawada; [2020]
    Keywords : Object detection and recognition; Deep Learning; Classification performance; YOLOv3; Construction Vehicles;

    Abstract : Background. The driving conditions of construction vehicles and their surrounding environment is different from the traditional transportation vehicles. As a result,they face unique challenges while operating in the construction/evacuation sites. READ MORE

  5. 5. Comparing CNN methods for detection and tracking of ships in satellite images

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Rickard Torén; [2020]
    Keywords : Faster R-CNN; SSD; FPN; object detection; tracking; AIS; ship; satellite image;

    Abstract : Knowing where ships are located is a key factor to support safe maritime transports, harbor management as well as preventing accidents and illegal activities at sea. Present international solutions for geopositioning in the maritime domain exist such as the Automatic Identification System (AIS). READ MORE