Essays about: "TensorFlow"

Showing result 21 - 25 of 122 essays containing the word TensorFlow.

  1. 21. Determine the time of an analogue watch using Computer Vision

    University essay from Malmö universitet/Fakulteten för teknik och samhälle (TS)

    Author : Amanda Tell; Carl Hägred; [2022]
    Keywords : OpenCV; Computer Vision; Machine Learning; analogue watch;

    Abstract : This paper explores various approaches to determine the time of an analogue watch by developing two systems using the design and creation method. The aim is to see to what extent a computer can determine the time, by comparing the two systems, as well as how it can deal with contextual set-up variations such as design, orientation and lighting conditions. READ MORE

  3. 22. Evaluation of Probabilistic Programming Frameworks

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Carl Munkby; [2022]
    Keywords : Computational statistics; Bayesian statistics; Probabilistic programming; Probabilistic modelling; Stan; TensorFlow Probability; Pyro; NumPyro; Markov Chain Monte Carlo; Hamiltonian Monte Carlo; NUTS;

    Abstract : In recent years significant progress has been made in the area of Probabilistic Programming, contributing to a considerably easier workflow for quantitative research in many fields. However, as new Probabilistic Programming Frameworks (PPFs) are continuously being created and developed, there is a need for finding ways of evaluating and benchmarking these frameworks. READ MORE

  4. 23. Nowcasting the IRF Auroral Index with Recurrent Neural Networks

    University essay from Luleå tekniska universitet/Rymdteknik

    Author : Per Danielsson; [2022]
    Keywords : Aurora borealis; aurora; neural networks; artificial intelligence; machine learning; recurrent;

    Abstract : There is a long history in Kiruna of conducting research on the physics of the aurora borealis. There is also a long history of providing tourists with great opportunities to see the auroras. Planning such tourist activities can be challenging since the auroras are hard to predict. READ MORE

  5. 24. Evaluating The Performance of Machine Learning on Different Devices

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : Robar Zangana; [2022]
    Keywords : IoT; Machine Learning; Tensorflow; Image classification; IoT; Maskininlärning; Tensorflow; Bildklassificering;

    Abstract : IoT-enheter blir allt populärare i takt med att de blir kraftfullare och skalbara. Därför var det viktigt att undersöka prestandan hos IoT-enheter när det kommer till maskininlärning. READ MORE

  6. 25. Design, implementation and evaluation of a deep learning prototype to classify non-pigmented malignant skin cancer from dermatoscopic images

    University essay from Lunds universitet/Matematik LTH

    Author : Maria del Pilar Aguilera Manzanera; [2022]
    Keywords : Melanoma; Skin cancer; Dermatoscopy; Image classification; Machine learning; Artificial intelligence; Convolutional neural networks; Dermatology; Squamous cell carcinoma; Basal cell carcinoma; Actinic keratosis; Computer-aided Diagnostics; Digital dermatology; Technology and Engineering;

    Abstract : The current trends for most fair-skinned populations are that the incidence of melanoma and non-pigmented skin lesions is growing, and this growing trend will continue for the upcoming years. The emergence of deep learning networks and their promising results in solving real-world healthcare problems and improving diagnostic accuracy opens new possibilities. READ MORE