Essays about: "edge machine learning"

Showing result 1 - 5 of 37 essays containing the words edge machine learning.

  1. 1. Cropland and tree cover mapping using Sentinel-2 data in an agroforestry landscape, Burkina Faso

    University essay from Göteborgs universitet/Institutionen för geovetenskaper

    Author : Ntandokazi Masimula; [2020-06-29]
    Keywords : Sentinel-2; Cropland mask; Tree cover estimation; Burkina Faso; Agroforestry; Random Forest;

    Abstract : Sentinel-2, with high spatial resolution bands and increased number of spectral channels,has provided increased capabilities for vegetation mapping. Cropland masks withinheterogeneous areas such as the Sudano-Sahel zone have become useful for monitoringlandscapes. READ MORE

  2. 2. Data Driven Anomaly Control Detection for Railway Propulsion Control Systems

    University essay from Mälardalens högskola/Inbyggda system; Mälardalens högskola/Inbyggda system

    Author : Dzenita Skulj; Ajna Hodzic; [2020]
    Keywords : ;

    Abstract : The popularity of railway transportation has been on the rise over the past decades, as it has been able to provide safe, reliable, and highly available service. The main challenge within this domain is to reduce the costs of preventive maintenance and improve operational efficiency. READ MORE

  3. 3. 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

  4. 4. Reduction of Common Operations in a Neural Network

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

    Author : Erik Skogetun; [2020]
    Keywords : ;

    Abstract : Machine learning models are becoming increasingly complex, and particularly artificial neural networks. Meanwhile, solutions are moving closer towards the edge with implementations on devices such as smartphones, TVs and cameras. This creates a demand for efficient models that perform well despite restricted computational resources. READ MORE

  5. 5. 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