Essays about: "image recognition"

Showing result 1 - 5 of 245 essays containing the words image recognition.

  1. 1. 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

  2. 2. Regularization Methods in Neural Networks

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Jacob Kasche; Fredrik Nordström; [2020]
    Keywords : Neural Networks; Overfitting; Regularization methods; MNIST; CIFAR-10;

    Abstract : Overfitting is a common problem in neural networks. This report uses a simple neural network to do simulations relevant for the field of image recognition. In this report, four common regularization methods for dealing with overfitting are evaluated. READ MORE

  3. 3. Deep Learning and Image Processingfor Handwritten Style Recognition : Deep Learning and Image Processingfor Handwritten Style Recognition

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Sarah Omar Ismael; [2020]
    Keywords : ;

    Abstract : Medieval manuscripts provide insights into our history. Understanding and analyzing medieval scripts usually require experienced paleographers. Recognizing handwritten styles from medieval scripts provides better insights into understanding of medieval manuscripts. READ MORE

  4. 4. Real Time Gym Activity Detection using Monocular RGB Camera

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Mohammad Samer Alshatta; [2020]
    Keywords : ActivityDetection; RNN; GymActionDetection; PoseBasedActionDetection; DeepLearning; SkeletonBasedOnlineActionDetection;

    Abstract : Action detection is an attractive area for researchers in computer vision, healthcare, physiotherapy, psychology, and others. Intensive work has been done in this area due to its wide range of applications such as security surveillance, video tagging, Human-Computer Interaction (HCI), robotics, medical diagnosis, sports analysis, interactive gaming, and many others. READ MORE

  5. 5. Can augmented reality supplement traditional human-machine interfaces?

    University essay from Lunds universitet/Ergonomi och aerosolteknologi

    Author : Fredrik Siemund; Gustav Lilja; [2020]
    Keywords : Augmented Reality; Human Machine Interface; Image Recognition; Industry 4.0; Technology and Engineering;

    Abstract : In this master thesis, the possibilities and limitations of using handheld aug- mented reality (AR) as a complement to a regular human machine interface (HMI) are explored. This was done by developing a mobile application for An- droid and connecting it to a real machine, making it possible to perform actions on the machine through the AR application. READ MORE