souheib1

Souheib Ben Mabrouk's repositories

Refinement-of-DL-approaches-for-unsupervised-cell-segmentation-classification-on-microfluidic-images

Research internship 2023 at Telecom Paris

Language:Jupyter NotebookMIT6 20

Phishing-Website-Detection

Development of a model to classify phishing sites from legitimate ones. It includes web scraping, extracting relevant features from raw links, data cleaning and visualization, and training machine learning models to classify websites.

Language:Jupyter Notebook2 10

Point-Transformer

Unofficial comprehensive implementation of Point Transformer by Hengshuang Zhao et al. (ICCV 2021)

Language:Jupyter NotebookMIT2 20

Cardiac-Pathology-Prediction

The project focuses on four heart conditions that may go initially unremarkable, but can eventually be life-threatening. It a 5-class classification problem ‘0’ Healthy controls • ‘1’ Myocardial infarction • ‘2’ Dilated cardiomyopathy • ‘3’ Hypertrophic cardiomyopathy • ‘4’ Abnormal right ventricle

Language:Jupyter Notebook1 20

Mixing-weakly-supervised-and-self-supervised-learning-techniques-for-melanoma-relapse-detection

This project focuses on the VisioMel Challenge whose goal is predicting melanoma relapse. Recent advancements in SSL and WSL offer promising new solutions for improving the accuracy of cancer relapse detection.

Language:Jupyter NotebookMIT1 10

Waterpixels-Segmentation

Implementation of Waterpixels for image segmentation. The algorithm generates different distance maps, labels the connected components, and segments the image into superpixels using the marker-controlled watershed transformation.

Language:Jupyter Notebook1 20