Sökning: "machine learning"

Visar resultat 6 - 10 av 1214 uppsatser innehållade orden machine learning.

  1. 6. DSP Design With Hardware Accelerator For Convolutional Neural Networks

    Master-uppsats, Lunds universitet/Institutionen för elektro- och informationsteknik

    Författare :Julian Hille; Lucas Santos Ferreira; [2019]
    Nyckelord :CNN; Hardware; Accelerator; DSP; Convolutional; Convolution; Neural; Network; Processor; Tensilica; FIR; Memory; SRAM; Technology and Engineering;

    Sammanfattning : Convolutional Neural Networks impressed the world in 2012 by reaching state-of-the-art accuracy levels in the ImageNet Large Scale Visual Recognition Challenge. The era of machine learning has arrived and with it countless applications varying from autonomous driving to unstructured robotic manipulation. LÄS MER

  2. 7. When we see something that is well beyond our understanding : The duty of States to investigate war crimes and how it applies to autonomous weapons systems

    Kandidat-uppsats, Försvarshögskolan

    Författare :Conrad Palmcrantz; [2019]
    Nyckelord :lethal autonomous weapons; machine learning; grave breaches; accountability; command responsibility;

    Sammanfattning : This thesis analyses States’ duty to investigate grave breaches of humanitarian law and how it applies to deep reinforcement learning autonomous weapons. It identifies basic technologic intricacies related to deep reinforcement learning and discusses what issues may arise if such software is used in weapons systems. LÄS MER

  3. 8. Animal ID Tag Recognition with Convolutional and Recurrent Neural Network : Identifying digits from a number sequence with RCNN

    Kandidat-uppsats, Högskolan i Skövde/Institutionen för informationsteknologi; Högskolan i Skövde/Institutionen för informationsteknologi

    Författare :Issa Hijazi; Pontus Pettersson; [2019]
    Nyckelord :Machine Learning; Convolutional Neural Network; Recurrent Neural Network; Transfer learning; Microsoft Azure;

    Sammanfattning : Major advances in machine learning have made image recognition applications, with Artificial Neural Network, blossom over the recent years. The aim of this thesis was to find a solution to recognize digits from a number sequence on an ID tag, used to identify farm animals, with the help of image recognition. LÄS MER

  4. 9. Language Classification of Music Using Metadata

    Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Avdelningen för systemteknik

    Författare :Linus Roxbergh; [2019]
    Nyckelord :Music; Metadata; Language; Classification; Machine Learning; Spotify; Multiclass; Feature Importance;

    Sammanfattning : The purpose of this study was to investigate how metadata from Spotify could be used to identify the language of songs in a dataset containing nine languages. Features based on song name, album name, genre, regional popularity and vectors describing songs, playlists and users were analysed individually and in combination with each other in different classifiers. LÄS MER

  5. 10. Learning Phantom Dose Distribution using Regression Artificial Neural Networks

    Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Avdelningen för beräkningsvetenskap

    Författare :Mattias Åkesson; [2019]
    Nyckelord :machine learning; artificial neural network; convolutional neural network; quality assurance; radiation therapy;

    Sammanfattning : Before a radiation treatment on a cancer patient can get accomplished the treatment planning system (TPS) needs to undergo a quality assurance (QA). The QA consists of a pre-treatment (PT-QA) on a synthetic phantom body. LÄS MER