abderhasan

radiologist_in_the_loop_ai

The official GitHub repository for the Radiologist-in-the-Loop AI tutorial at MICCAI 2023!

unet

unet for image segmentation

median-filter

A Python script that applies the median filter on a noisy image

GANMole

This code uses a Generative Adversarial Network (GAN) to generate melanoma images using Keras

mean-filter

A Python script that applies the mean filter on a noisy image

silx-training

training for the silx toolkit

F-MLP

This code is related to our paper "A Novel Fuzzy Multilayer Perceptron (F-MLP) for the Detection of Irregularity in Skin Lesion Border Using Dermoscopic Images" (Frontiers in Medicine, 2020)

cnn_melanoma_classification_from_scratch_keras

Training a CNN from scratch for melanoma detection using Keras

cnn_melanoma_classification_from_scratch_with_data_augmentation_keras

Training a CNN from scratch with data augmentation for melanoma detection using Keras

cnn_melanoma_classification_transfer_learning_keras

This code enables you to train a Convolutional Neural Network (CNN) using a pretrained model (transfer learning) using Keras

fuzzedge

FuzzEdge: An edge detection algorithm

linear-regression-pytorch

How to find linear regression using PyTorch

awesome-matlab-operations

Custom-Dataset-and-Dataloader-in-Torch

Sample code for creating a modified dataset class in torch that can be used for training.

hopfield-network

Hopfield network implementation in Python

one_hot_encoding

An example on one hot encoding using PyTorch.

perceptron-rosenblatt

pytorch_scatter

An example on how PyTorch's scatter_() function works

rgb_to_binary

This code enables you to convert a group of images from RGB to Binary using MATLAB