Name: Oge Marques
Type: User
Company: Florida Atlantic University
Bio: Engineer, scientist, and educator in Artificial Intelligence, Computer Vision, Data Science, and Machine Learning.
Twitter: ProfessorOge
Blog: https://ogemarques.com
Oge Marques's Projects
Example of how to use MATLAB Experiment Manager to manipulate very large images in the context of computational pathology (CPATH).
Useful data files for Data Science, Machine Learning, AI, and Deep Learning
Example of how to use MATLAB Deep Network Designer to build deep learning solutions to two different problems: diabetes prediction and medical image classification.
Example of how to use MATLAB to generate synthetic images of skin lesions.
Example of how to use MATLAB Experiment Manager to test different classifiers for skin lesion classification using transfer learning.
Example of how to integrate MATLAB apps into a Python deep learning workflow for computer vision and image analysis tasks.
Example of how to use MATLAB to produce post-hoc explanations (using Grad-CAM) for image classification tasks.
Example of how to use MATLAB to produce post-hoc explanations (using Grad-CAM and image LIME) for a medical image classification task.