1. Improving convolutional neural networks performance for image classification using test time augmentationIbrahem 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 classificationIbrahem 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. Drone control using gesturesJaka Cikač, 2017, magistrsko delo Ključne besede: quadcopter, gesture recognition, human pose estimation, optical flow, human-robot interaction, convolutional neural networks, UAV, computer science, computer and information science, master's degree Celotno besedilo (datoteka, 16,69 MB) |
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7. Comparative study of first order optimizers for image classification using convolutional neural networks on histopathology imagesIbrahem 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... |
8. Recovery of superquadric parameters from depth images using deep learningTim 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) |
9. Preference elicitation with argument-based machine learningJure Grabnar, 2020, magistrsko delo 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) |
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