Essays about: "advancement in computer networks"

Showing result 1 - 5 of 11 essays containing the words advancement in computer networks.

  1. 1. Camera ISP optimization for computer vision tasks performed by deep neural networks

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

    Author : Zhenghong Xiao; [2023]
    Keywords : Computer Vision; Image Signal Processing; DNN; Datorseende; bildsignalbehandling; DNN;

    Abstract : This thesis aims to improve the performance of Deep Neural Networkss (DNNs) in Computer Vision tasks by optimizing the Image Signal Processor (ISP) parameters. The research investigates the use of simulated RAW images and the application of the DRL-ISP (Deep Reinforcement Learning for Image Signal Processor) method to enhance the accuracy and robustness of DNNs. READ MORE

  3. 2. Evaluating Transfer Learning Models on Synthetic Data for Beverage Label Image Retrieval : A Comparative Study

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

    Author : Anton Brask; [2022]
    Keywords : ;

    Abstract : Information retrieval is a research area that has seen improvements with the development of deep learning and artificial neural networks. The vast amount of image data available today has made it possible to train computer vision models for efficient image search. READ MORE

  4. 3. Road Segmentation and Optimal Route Prediction using Deep Neural Networks and Graphs

    University essay from KTH/Matematik (Avd.)

    Author : Viktor Ossmark; [2021]
    Keywords : statistics; applied mathematics; machine learning; computer vision; deep learning; satellite data; remote sensing; image segmentation; optimal routing; deep neural networks; graphs; AI; statistik; tillämpad matematik; maskininlärning; djup inlärning; datorseende; satellitdata; bildsegmentering; optimala rutter; grafer; AI;

    Abstract : Observing the earth from above is a great way of understanding our world better. From space, many complex patterns and relationships on the ground can be identified through high-quality satellite data. READ MORE

  5. 4. Ethernet DMA Datapath Performance Optimization for 5G Radios

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

    Author : Saranya Balathandapani; Sunil Nanjiani; [2021]
    Keywords : DMA; Ethernet DMA; Technology and Engineering;

    Abstract : Direct Memory Access (DMA) is a feature of computer systems that allows hardware subsystems to access the main memory of the system independent of the Central Processing Unit (CPU). With the rise of big data transfers from/to different I/O devices, the use of DMA controllers has increased significantly. READ MORE

  6. 5. Using Leap Motion for the Interactive Analysis of Multivariate Networks

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Marcello Pietro Vendruscolo; Andreas Lif; [2020]
    Keywords : Multivariate Networks; Information Visualisation; Natural User Interface; Leap Motion; Human-Computer Interaction; Hand Gesture Designs;

    Abstract : This work is an interdisciplinary study involving mainly the fields of information visualisation and human-computer interaction. The advancement of technology has expanded the ways in which humans interact with machines, which has benefited both the industry as well as several fields within science. READ MORE