Pinned Repositories
Model_Generatif_Image_project
Awesome-Foundation-Models-in-Medical-Imaging
A curated list of foundation models for vision and language tasks in medical imaging
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
Clustering-with-Multi-Layer-Graphs
MVA Project : Geometric Data Analysis
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.
Molecule-Retrieval-with-Natural-Language-Queries
ALTeGraD-2023 Data Challenge : Molecule Retrieval via Natural Language Queries
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.
Point-Transformer
Unofficial comprehensive implementation of Point Transformer by Hengshuang Zhao et al. (ICCV 2021)
Refinement-of-DL-approaches-for-unsupervised-cell-segmentation-classification-on-microfluidic-images
Research internship 2023 at Telecom Paris
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.
souheib1's Repositories
souheib1/Refinement-of-DL-approaches-for-unsupervised-cell-segmentation-classification-on-microfluidic-images
Research internship 2023 at Telecom Paris
souheib1/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.
souheib1/Point-Transformer
Unofficial comprehensive implementation of Point Transformer by Hengshuang Zhao et al. (ICCV 2021)
souheib1/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
souheib1/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.
souheib1/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.
souheib1/Awesome-Foundation-Models-in-Medical-Imaging
A curated list of foundation models for vision and language tasks in medical imaging
souheib1/Clustering-with-Multi-Layer-Graphs
MVA Project : Geometric Data Analysis
souheib1/Deep-Latent-Variable-Models-exact-conditional-likelihood
Missing data imputation using the exact conditional likelihood of Deep Latent Variable Models
souheib1/Hackathon-Earth-Observation-with-Artificial-Intelligence-tools-development
Satellites images classification using transfer learning on Resnet
souheib1/Molecule-Retrieval-with-Natural-Language-Queries
ALTeGraD-2023 Data Challenge : Molecule Retrieval via Natural Language Queries
souheib1/Lymphocytosis-Classification-Challenge
DLMI Data Challenge 2024
souheib1/souheib1