Essays about: "application area of computer"

Showing result 21 - 25 of 97 essays containing the words application area of computer.

  1. 21. Using Transfer Learning to classify different stages of Alzheimer’s disease

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

    Author : Anton Danker; Jacob Wirgård Wiklund; [2021]
    Keywords : ;

    Abstract : The identification of Alzheimer’s disease through the application of various machine learning techniques on neuroimaging data of the likes of MRI is an area of study which has seen intense levels of research in recent years. While many machine learning techniques have existed for a long time, recent advances in Deep Learning and Computer Vision have allowed for better performing predictive models. READ MORE

  2. 22. Avoiding Catastrophic Forgetting in Continual Learning through Elastic Weight Consolidation

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

    Author : Anton Evilevitch; Robert Ingram; [2021]
    Keywords : Image classification; DenseNet; Elastic Weight Consolidation; Catastrophic Forgetting; CIFAR100; Bildklassifiering; DenseNet; Elastic Weight Consolidation; Catastrophic Forgetting; CIFAR100;

    Abstract : Image classification is an area of computer science with many areas of application. One key issue with using Artificial Neural Networks (ANN) for image classification is the phenomenon of Catastrophic Forgetting when training tasks sequentially (i.e Continual Learning). READ MORE

  3. 23. 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. 24. Guidelines to Convert Legacy Applications into Docker Container Services

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Albin Sundqvist; [2020]
    Keywords : Docker; Kubernetes;

    Abstract : In the past people would buy a program on a disc and install it ontheir local computer or server. Today, cloud computation allows usersto access their applications over the Internet while also providingthem with greater computational speed and storage possibilities. Butmoving existing legacy application into a cloud environment can bedifficult. READ MORE

  5. 25. 2D object detection and semantic segmentation in the Carla simulator

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

    Author : Chen Wang; [2020]
    Keywords : Object-detectiopn; Semantic segmentation; Yolov4; ESPnetv2; Carla; Objekt-detectiopn; semantisk segmentering; Yolov4; ESPnetv2; Carla;

    Abstract : The subject of self-driving car technology has drawn growing interest in recent years. Many companies, such as Baidu and Tesla, have already introduced automatic driving techniques in their newest cars when driving in a specific area. However, there are still many challenges ahead toward fully autonomous driving cars. READ MORE