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24 rezultatov
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1. Improving convolutional neural networks performance for image classification using test time augmentation
Ibrahem Kandel, Mauro Castelli, 2021, izvirni znanstveni članek

Ključne besede: image classification, convolutional neural networks, transfer learning, test time 29 augmentation, deep learning, ensemble learning
Celotno besedilo (datoteka, 1,82 MB) Gradivo ima več datotek! Več...

2. Comparing stacking ensemble techniques to improve musculoskeletal fracture image classification
Ibrahem Kandel, Mauro Castelli, Aleš Popovič, 2021, izvirni znanstveni članek

Ključne besede: neuroscience, deep learning, image classification, stacking, ensemble learning, convolutional neural networks, transfer learning, medical images
Celotno besedilo (datoteka, 1,12 MB) Gradivo ima več datotek! Več...

3. Convolutional neural networks for lesion segmentation in brain magnetic resonance images
JURE MACERL, 2018, magistrsko delo/naloga

Ključne besede: multiple sclerosis, magnetic resonance imaging, machine learning, convolutional neural networks
Celotno besedilo (datoteka, 4,46 MB)

4. Emotion Recognition on Twitter Using Neural Networks
Niko Colnerič, 2019, doktorsko delo/naloga

Ključne besede: emotion recognition, text mining, Twitter, recurrent neural networks, convolutional neural networks
Celotno besedilo (datoteka, 3,36 MB)

5. Superposition and compression of deep neutral networks
Marko Zeman, 2020, magistrsko delo/naloga

Ključne besede: Artificial Intelligence, Machine Learning, Deep Learning, Convolutional Neural Networks, Model Compression, Superposition of Models
Celotno besedilo (datoteka, 2,79 MB)

6. Comparative study of first order optimizers for image classification using convolutional neural networks on histopathology images
Ibrahem Kandel, Mauro Castelli, Aleš Popovič, 2020, izvirni znanstveni članek

Ključne besede: image classification, convolutional neural networks, deep learning, medical images, transfer learning, optimizers, neuroscience
Celotno besedilo (datoteka, 573,18 KB) Gradivo ima več datotek! Več...

7. Recovery of superquadric parameters from depth images using deep learning
Tim Oblak, 2020, magistrsko delo

Ključne besede: superquadrics, parametric models, reconstruction, 3D, deep learning, convolutional neural networks, CNN, parameter recovery
Celotno besedilo (datoteka, 8,69 MB)

8. Preference elicitation with argument-based machine learning
Jure Grabnar, 2020, magistrsko delo/naloga

Ključne besede: knowledge acquisition, preference elicitation, argument-based machine learning, convolutional neural networks, weakly supervised object localization, transfer learning, online dating
Celotno besedilo (datoteka, 21,57 MB)

9. Improving quality of scanned visual content using convolutional neural networks
Jovan Toroman, 2020, magistrsko delo

Ključne besede: captured document quality enhancement, smartphone scanner, convolutional neural networks
Celotno besedilo (datoteka, 4,43 MB)

10. Musculoskeletal images classification for detection of fractures using transfer learning
Ibrahem Kandel, Mauro Castelli, Aleš Popovič, 2020, izvirni znanstveni članek

Ključne besede: transfer learning, computer vision, convolutional neural networks, image classification, musculoskeletal images, deep learning, medical images, neuroscience
Celotno besedilo (datoteka, 550,23 KB) Gradivo ima več datotek! Več...
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