Essays about: "DeepLearning"

Showing result 1 - 5 of 7 essays containing the word DeepLearning.

  1. 1. 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

  2. 2. Few-Shot Learning with Deep Neural Networks for Visual Quality Control: Evaluations on a Production Line

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

    Author : Najib Yavari; [2020]
    Keywords : ;

    Abstract : Having a well representative and adequate amount of data samples plays an important role in the success of deep learning algorithms used for image recognition. On the other hand, collecting and manually labeling a large-scale dataset requires a great deal of human interaction which in turn is very timeconsuming. READ MORE

  3. 3. A Novel System for Deep Analysis of Large-Scale Hand Pose Datasets

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

    Author : Maria Touranakou; [2018]
    Keywords : Redundancy removal; similarity analysis; data mining; statistical analysis; image classification; image segmentation; deep learning; computer vision; ; Avlägsnande av redundans; likhetsanalys; data mining; statistisk analys; bildklassificering; bildsegmentering; djup lärning; datorsyn; ;

    Abstract : This degree project proposes the design and the implementation of a novel systemfor deep analysis on large-scale datasets of hand poses. The system consists of a set ofmodules for automatic redundancy removal, classification, statistical analysis andvisualization of large-scale datasets based on their content characteristics. READ MORE

  4. 4. A study of limitations and performance in scalable hosting using mobile devices

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

    Author : Niklas Rönnholm; [2018]
    Keywords : mobile devices; hosting; scalable hosting; neural network; neural networks; deep learning; multilayer perceptron; volunteer computing; wifi;

    Abstract : At present day, distributed computing is a widely used technique, where volunteers support different computing power needs organizations might have. This thesis sought to benchmark distributed computing performance limited to mobile device support since this type of support is seldom done with mobile devices. READ MORE

  5. 5. Exploring the capabilities of deep learning in seasurveillance : Using deep learning to classify motion trajectories from AIS data

    University essay from KTH/Mekatronik

    Author : Henrik Ljunggren; [2017]
    Keywords : ;

    Abstract : In this master thesis deep learning is proven to be applicable in the field of seasurveillance. Commercial ships using the AIS system have to report the type of thevessel such as fishing ship or cargo ship. A problem with AIS data is that it can beeasily manipulated and therefore deliberately or accidentally incorrect. READ MORE