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Oge Marques


Last seen: 3 months ago |  Active since 2019

Followers: 1   Following: 0

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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Explainable AI for Image Classification
Example of how to use MATLAB to produce post-hoc explanations (using Grad-CAM) for image classification tasks.

2 years ago | 2 downloads |

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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...

3 years ago | 1 download |

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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...

3 years ago | 3 downloads |

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Synthetic skin lesion image generation using GANs
Example of how to use MATLAB to generate synthetic images of skin lesions.

3 years ago | 4 downloads |

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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...

3 years ago | 4 downloads |

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Managing medical image classification experiments
Example of how to use MATLAB Experiment Manager to test different classifiers for skin lesion classification using transfer lea...

3 years ago | 3 downloads |

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Scene Classification Using Deep Learning
A scene classification solution using a subset of the MIT Places dataset and a pretrained model, Places365GoogLeNet.

5 years ago | 4 downloads |

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Image classification using data augmentation
A simple example of a four-class image classifier using a small dataset, with and without data augmentation.

5 years ago | 2 downloads |

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