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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.
presque 3 ans il y a | 2 téléchargements |
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 4 ans il y a | 1 téléchargement |
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 4 ans il y a | 1 téléchargement |
A soumis
Synthetic skin lesion image generation using GANs
Example of how to use MATLAB to generate synthetic images of skin lesions.
plus de 4 ans il y a | 2 téléchargements |
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 4 ans il y a | 6 téléchargements |
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 4 ans il y a | 2 téléchargements |
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 6 ans il y a | 3 téléchargements |
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 6 ans il y a | 5 téléchargements |
