Oge Marques
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Professor in the Department of Computer & Electrical Engineering and Computer Science at Florida Atlantic University. Author of "Practical Image and Video Processing Using MATLAB". Professional Interests: Image Processing, Deep Learning, Medical Image Analysis, Human and Computer Vision
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Feeds
Inviato
Explainable AI for Image Classification
Example of how to use MATLAB to produce post-hoc explanations (using Grad-CAM) for image classification tasks.
oltre un anno fa | 4 download |
Inviato
Training Deep Neural Networks using a low-code app in MATLAB
Example of how to use MATLAB Deep Network Designer to build deep learning solutions to two different problems: diabetes predicti...
oltre 2 anni fa | 4 download |
Inviato
Deep Learning workflow for computational pathology
Example of how to use MATLAB Experiment Manager to manipulate very large images in the context of computational pathology (CPATH...
oltre 2 anni fa | 3 download |
Inviato
Synthetic skin lesion image generation using GANs
Example of how to use MATLAB to generate synthetic images of skin lesions.
oltre 2 anni fa | 6 download |
Inviato
Explainable AI for Medical Images
Example of how to use MATLAB to produce post-hoc explanations (using Grad-CAM and image LIME) for a medical image classification...
oltre 2 anni fa | 5 download |
Inviato
Managing medical image classification experiments
Example of how to use MATLAB Experiment Manager to test different classifiers for skin lesion classification using transfer lea...
quasi 3 anni fa | 7 download |
Inviato
Scene Classification Using Deep Learning
A scene classification solution using a subset of the MIT Places dataset and a pretrained model, Places365GoogLeNet.
oltre 4 anni fa | 4 download |
Inviato
Image classification using data augmentation
A simple example of a four-class image classifier using a small dataset, with and without data augmentation.
oltre 4 anni fa | 15 download |