photo

Oge Marques


Last seen: 5 mois il y a |  Actif depuis 2019

Followers: 2   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

Statistiques

  • 5-Star Galaxy Level 3
  • GitHub Submissions Level 3
  • Personal Best Downloads Level 2
  • First Review
  • First Submission

Afficher les badges

Feeds

Afficher par

A soumis


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

environ 2 ans il y a | 2 téléchargements |

Thumbnail

A soumis


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...

environ 3 ans il y a | 3 téléchargements |

Thumbnail

A soumis


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...

environ 3 ans il y a | 1 téléchargement |

Thumbnail

A soumis


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

plus de 3 ans il y a | 5 téléchargements |

Thumbnail

A soumis


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...

plus de 3 ans il y a | 6 téléchargements |

Thumbnail

A soumis


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

plus de 3 ans il y a | 3 téléchargements |

Thumbnail

A soumis


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

environ 5 ans il y a | 4 téléchargements |

Thumbnail

A soumis


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

plus de 5 ans il y a | 8 téléchargements |

Thumbnail