ogemarques
Engineer, scientist, and educator in Artificial Intelligence, Computer Vision, Data Science, and Machine Learning.
Florida Atlantic University
Pinned Repositories
cpath-matlab
Example of how to use MATLAB Experiment Manager to manipulate very large images in the context of computational pathology (CPATH).
data-files
Useful data files for Data Science, Machine Learning, AI, and Deep Learning
deep-network-designer-matlab
Example of how to use MATLAB Deep Network Designer to build deep learning solutions to two different problems: diabetes prediction and medical image classification.
gan-skin-matlab
Example of how to use MATLAB to generate synthetic images of skin lesions.
matlab-experiment-manager-skin-lesion-classification
Example of how to use MATLAB Experiment Manager to test different classifiers for skin lesion classification using transfer learning.
python-matlab
Example of how to integrate MATLAB apps into a Python deep learning workflow for computer vision and image analysis tasks.
xai-image-classification
Example of how to use MATLAB to produce post-hoc explanations (using Grad-CAM) for image classification tasks.
xai-matlab
Example of how to use MATLAB to produce post-hoc explanations (using Grad-CAM and image LIME) for a medical image classification task.
ogemarques's Repositories
ogemarques/gan-skin-matlab
Example of how to use MATLAB to generate synthetic images of skin lesions.
ogemarques/deep-network-designer-matlab
Example of how to use MATLAB Deep Network Designer to build deep learning solutions to two different problems: diabetes prediction and medical image classification.
ogemarques/matlab-experiment-manager-skin-lesion-classification
Example of how to use MATLAB Experiment Manager to test different classifiers for skin lesion classification using transfer learning.
ogemarques/xai-matlab
Example of how to use MATLAB to produce post-hoc explanations (using Grad-CAM and image LIME) for a medical image classification task.
ogemarques/cpath-matlab
Example of how to use MATLAB Experiment Manager to manipulate very large images in the context of computational pathology (CPATH).
ogemarques/xai-image-classification
Example of how to use MATLAB to produce post-hoc explanations (using Grad-CAM) for image classification tasks.
ogemarques/data-files
Useful data files for Data Science, Machine Learning, AI, and Deep Learning
ogemarques/python-matlab
Example of how to integrate MATLAB apps into a Python deep learning workflow for computer vision and image analysis tasks.