Essays about: "CNN"

Showing result 1 - 5 of 235 essays containing the word CNN.

  1. 1. Applying machine learning to detect structural faults in microscopic images of inserts

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Emil Fröjd; [2020]
    Keywords : bildanalys; maskininlärning; cnn;

    Abstract : Today the quality control of inserts at Sandvik is done manually by looking at their crosssections through a microscope. The purpose of this project was to automate the quality control of inserts by exploring machine Learning technique to automatically detect structural faults in microscopic images of the insert. READ MORE

  2. 2. 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

  3. 3. Classification of Heart Views in Ultrasound Images

    University essay from Linköpings universitet/Datorseende

    Author : David Pop; [2020]
    Keywords : AI; deep learning; echocardiography; image classification;

    Abstract : In today’s society, we experience an increasing challenge to provide healthcare to everyone in need due to the increasing number of patients and the shortage of medical staff. Computers have contributed to mitigating this challenge by offloading the medical staff from some of the tasks. READ MORE

  4. 4. Building Detection in Deformed Satellite Images Using Mask R-CNN

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Gayatri Chitturi; [2020]
    Keywords : Building detection; Mask R-CNN; Test Time Augmentation.;

    Abstract : Background: In the recent research of automatic building detection, aerial and satellite images are used. Automatic building detection from satellite images is useful for urban planning, after natural disasters for identifying the voids. READ MORE

  5. 5. Impact of Video Compression on the Performance of Object Detection Algorithms in Automotive Applications

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

    Author : Kristian Kajak; [2020]
    Keywords : ;

    Abstract : The aim of this study is to generally expose the impact of using video compression methods on the performance accuracy of a neural network-based pedestrian detection system. Moreover, the emphasis is on investigating the consequences of using both compressed training and testing images with such neural network applications. READ MORE