Nizar Zerouale's Projects
An exploration and implementation of advanced face detection and re-identification techniques using Viola-Jones, MTCNN, and VGGFace models in Python
A machine learning project leveraging transfer learning with pre-trained CNN models to classify images as either cats or dogs.
An end-to-end project using TensorFlow and Keras for clothing classification with CNNs, focusing on practical implementation and evaluation through k-fold cross-validation on the Fashion-MNIST dataset
Use the MNIST dataset to predict handwritten numbers
Prédiction des prix et autres caractéristiques des maisons
Détection de points d'intérêt dans les images avec des détecteurs KLT et Harris-Förstner, à travers une interface utilisateur dynamique permettant des ajustements d'hyperparamètres en temps réel et la sauvegarde automatique des résultats.
Explore the fundamentals of computer vision with OpenCV through hands-on tutorials covering camera calibration, stereo image processing, 3D effects, and depth map creation
This project aims at automizing the construction of BPMN diagrams with the use of LLMs and pm4py for the extraction of data from textual process description.
Python project that automates the process of extracting and summarizing text from PDF documents. It uses advanced NLP techniques and OpenAI's GPT models to transform large documents into concise, coherent summaries.
This Python project delves into analyzing U.S. medical insurance costs using the insurance.csv dataset to investigate how patient demographics affect insurance charges.