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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. 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...

4. How deeply to fine-tune a convolutional neural network
Ibrahem Kandel, Mauro Castelli, 2020, izvirni znanstveni članek

Celotno besedilo (datoteka, 3,20 MB)

5. A novel architecture to classify histopathology images using convolutional neural networks
Ibrahem Kandel, Mauro Castelli, 2020, izvirni znanstveni članek

Celotno besedilo (datoteka, 4,19 MB)

6. Transfer learning with convolutional neuralnetworks for diabetic retinopathy image classification
Ibrahem Kandel, Mauro Castelli, 2020, pregledni znanstveni članek

Celotno besedilo (datoteka, 3,56 MB)

7. The effect of batch size on the generalizability of the convolutional neural networks on a histopathology dataset
Ibrahem Kandel, Mauro Castelli, 2020, izvirni znanstveni članek

Celotno besedilo (datoteka, 578,49 KB)

8. 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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