Essays about: "edge detection thesis"

Showing result 1 - 5 of 31 essays containing the words edge detection thesis.

  1. 1. Implementation of a Deep Learning Inference Accelerator on the FPGA.

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Shenbagaraman Ramakrishnan; [2020]
    Keywords : Artificial Intelligence; Machine Learning; Deep Learning; Neural Networks; Deep Learning Accelerators; NVDLA; FPGA; Technology and Engineering;

    Abstract : Today, Artificial Intelligence is one of the most important technologies, ubiquitous in our daily lives. Deep Neural Networks (DNN's) have come up as state of art for various machine intelligence applications such as object detection, image classification, face recognition and performs myriad of activities with exceptional prediction accuracy. READ MORE

  2. 2. Optical Detection and Altitude Estimation of Power Lines Relative to a UAV

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

    Author : Carl Daniel Ahlberg; [2020]
    Keywords : ;

    Abstract : Inspection of power lines is a crucial activity to locate the source of power outages or to preemptively stop them. Visual inspection methods using optical cameras attached to Unmanned Aerial Vehicles (UAV) have become increasingly popular due to cheap operating costs, large areal coverage and the wide availability of these platforms. READ MORE

  3. 3. Flood Prediction System Using IoT and Artificial Neural Networks with Edge Computing

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

    Author : Eric Samikwa; [2020]
    Keywords : Internet of things; Flood prediction; Artificial neural network; Edge computing; Long short-term memory.; Sakernas Internet; Översvämning av översvämningar; Artificiella neuronnät; Kant datoranvändning; Långt kortvarigt minne;

    Abstract : Flood disasters affect millions of people across the world by causing severe loss of life and colossal damage to property. Internet of things (IoT) has been applied in areas such as flood prediction, flood monitoring, flood detection, etc. READ MORE

  4. 4. Anomaly Detection in Industrial Networks using a Resource-Constrained Edge Device

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

    Author : Anton Eliasson; [2019]
    Keywords : Machine learning; Anomaly detection; Industrial networks; Profinet; Edge computing; Edge;

    Abstract : The detection of false data-injection attacks in industrial networks is a growing challenge in the industry because it requires knowledge of application and protocol specific behaviors. Profinet is a common communication standard currently used in the industry, which has the potential to encounter this type of attack. READ MORE

  5. 5. Virtualizing LoRa baseband functionalities to the Edge

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

    Author : Patrik Vijayendra Walvekar; [2019]
    Keywords : ;

    Abstract : Traditional network architecture design of Low Power Wide Area Networks (LPWAN) suffer from their inability to dynamically scale resources based on the incoming traffic and involve manual procedures for capacity upgrades. There is a need to develop a cloud-native architecture where the gateway hardware performs signal detection while baseband processing is virtualized in the Edge, provisioning for dynamic scaling of resources. READ MORE