Essays about: "edge detection thesis"

Showing result 1 - 5 of 36 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. 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

  3. 3. Real-time object detection for autonomous vehicles using deep learning

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Roger Kalliomäki; [2019]
    Keywords : ;

    Abstract : Self-driving systems are commonly categorized into three subsystems: perception, planning, and control. In this thesis, the perception problem is studied in the context of real-time object detection for autonomous vehicles. READ MORE

  4. 4. SORTED : Serial manipulator with Object Recognition Trough Edge Detection

    University essay from KTH/Skolan för industriell teknik och management (ITM); KTH/Skolan för industriell teknik och management (ITM)

    Author : Rikard Bodén; Jonathan Pernow; [2019]
    Keywords : Mechatronics; Inverse kinematics; Camera vision; Barrel distortion; Object recognition; Colour filtering; Edge detection; Mekatronik; Invers kinematik; Kamerasensor; Fish-eye förvrängning; Objektigenkänning; Färgigenkänning; Kantdetektering;

    Abstract : Today, there is an increasing demand for smart robots that can make decisions on their own and cooperate with humans in changing environments. The application areas for robotic arms with camera vision are likely to increase in the future of artificial intelligence as algorithms become more adaptable and intelligent than ever. 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