Essays about: "Datorteknik"

Showing result 6 - 10 of 222 essays containing the word Datorteknik.

  1. 6. A hierarchical neural network approach to learning sensor planning and control

    University essay from Uppsala universitet/Datorteknik

    Author : Nicke Löfwenberg; [2023]
    Keywords : sensor planning; hierarchical reinforcement learning; reinforcement learning; sensor control; camera control; sensorplanering; hierarkisk förstärkningsinlärning; förstärkningsinlärning; sensorkontroll; kamerakontroll;

    Abstract : The ability to search their environment is one of the most fundamental skills for any living creature. Visual search in particular is abundantly common for almost all animals. READ MORE

  3. 7. Image Colorization Based on Deep Learning

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

    Author : Tao Deng; [2023]
    Keywords : Image colorization; Deep Learning; Convolutional Neural Network; Generative Adversarial Network; Färgläggning av bilder; djupinlärning; Konvolutionella Neurala Nätverk; Generativa Adversariella Nätverk;

    Abstract : With the development of artificial intelligence, there is a clear trend to combine computer technology with traditional industries. In recent years, with the development of digital media technology, many methods for coloring gray-scale images have been proposed. READ MORE

  4. 8. Monitoring software usage and usage behaviour based on SaaS data: case Gemini Water portfolio

    University essay from Uppsala universitet/Datorteknik

    Author : August Bredberg; [2023]
    Keywords : SaaS; cloud; cloud computing; monitoring; data; usage data; usage behavior;

    Abstract : Software as a Service (SaaS) platforms paired with cloud-based storage is a common schema used among software providers across the globe. Such solutions usually accumulate vast amounts of usage and usage behaviour data. READ MORE

  5. 9. Investigation of 8-bit Floating-Point Formats for Machine Learning

    University essay from Linköpings universitet/Datorteknik

    Author : Theodor Lindberg; [2023]
    Keywords : Floating-Point; 8-bit floating-point; FP8; vector instructions; Machine Learning; ML; Convolutional Neural Network; CNN;

    Abstract : Applying machine learning to various applications has gained significant momentum in recent years. However, the increasing complexity of networks introduces challenges such as a larger memory footprint and decreased throughput. This thesis aims to address these challenges by exploring the use of 8-bit floating-point numbers for machine learning. READ MORE

  6. 10. Evaluation of FPGA-based High Performance Computing Platforms

    University essay from Linköpings universitet/Datorteknik

    Author : Martin Frick-Lundgren; [2023]
    Keywords : FPGA; High performance computing; BUDE; GEMM; CPU; GPU;

    Abstract : High performance computing is a topic that has risen to the top in the era ofdigitalization, AI and automation. Therefore, the search for more cost and timeeffective ways to implement HPC work is always a subject extensively researched.One part of this is to have hardware that is capable to improve on these criteria. READ MORE