Essays about: "TensorFlow"

Showing result 11 - 15 of 122 essays containing the word TensorFlow.

  1. 11. Machine learning assisted decision support system for image analysis of OCT

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Elias Yacoub; [2022]
    Keywords : OCT; Optical Coherence Tomography; Sahlgrenska Hospital; Sahlgrenska University Hospital; VGG16; InceptionResNet50V2; ResNet50V2; Choroidal Neovascularization; CNV; Diabetic Macular Edema; DME; drusen; Elias Yacoub; Elias; Yacoub;

    Abstract : Optical Coherence Tomography (OCT) has been around for more than 30 years and is still being continuously improved. The department of ophthalmology is a part of Sahlgrenska Hospital that heavily uses OCT for helping people with the treatment of eye diseases. READ MORE

  3. 12. Predicting eigenvalues and eigenmodes in non-rectangular rooms with machine learning techniques

    University essay from KTH/Teknisk akustik

    Author : Oscar Lundin; [2022]
    Keywords : Machine learning; Finite elements; Plane wave decomposition; ResNet; Room acoustics; Tensorflow; Keras; Eigenfrequency prediction; Maskininlärning; Finita elementmetoden; Planvåguppdelning decomposition; Rumsakustik; ResNet; Tensorflow; Keras; Prediktering av egenvärden; Egenfrekvenser; Egenmoder.;

    Abstract : Knowing the eigenfrequencies and eigenmodes is of great importance to interior design and a common acoustic engineering problem. Challenges in noise control makes knowing the lower eigenfrequencies particularly important. READ MORE

  4. 13. Comparative analysis for filtering toxic messages using machine learning models

    University essay from KTH/Hälsoinformatik och logistik

    Author : Mats-Hjalmar Murman; Jacob Lundin; [2022]
    Keywords : Machine learning; Regression; Classifier; Toxicity filter; API; Tensorflow; Scikit-learn; maskininlärning; regression; klassifiering; olämplighetsfilter; API; Tensorflow; Scikit-learn;

    Abstract : Online communication has become prevalent within today’s society. The issue with such platforms is that people are allowed to express what they want without repercussion. Consequently, toxicity on these platforms becomes common. One approach to limit such inappropriate messages could be using a filtering method. READ MORE

  5. 14. Detecting gastrointestinal abnormalities with binary classification of the Kvasir-Capsule dataset : A TensorFlow deep learning study

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Mathias Hollstensson; [2022]
    Keywords : TensorFlow; Image classification; Transfer learning; Binary classification; Data augmentation; Video capsule endoscopy; Kvasir-Capsule.;

    Abstract : The early discovery of gastrointestinal (GI) disorders can significantly decrease the fatality rate of severe afflictions. Video capsule endoscopy (VCE) is a technique that produces an eight hour long recording of the GI tract that needs to be manually reviewed. READ MORE

  6. 15. Evaluating Distributed Machine Learning for Fog Computing loT scenarios : A Comparison Between Distributed and Cloud-based Training on Tensorflow

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : Hassan El Ghamri; [2022]
    Keywords : Machine learning; distributed machine learning; IoT; cloud computing; fog computing; Tensorflow; Maskininlärning; distribuerad maskininlärning; sakernas internet; molntjänster; fog computing; Tensorflow;

    Abstract : Dag för dag blir sakernas internet-enheter (IoT) en större del av vårt liv. För närvarande är dessa enheter starkt beroende av molntjänster vilket kan utgöra en integritetsrisk. Det allmänna syftet med denna rapport är att undersöka alternativ till molntjänster, ett ganska fascinerande alternativ är fog computing. READ MORE