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driver_assistance_system

In this work we detect roadsides, then we seek objects located on the road area to prevent driver. Parallel to this, we provide a system for detecting driver's drowsiness.

face-detection

In the field of security, motion detection remains a research area despite the evolution it has known since its creation. A surveillance camera can recover any type of movement. The movement that interests us in this project is the movement of human beings. The camera should only detect the movement of human beings. This detection is based on facial recognition techniques.

gestion_club_sportif

This project is developed with Java J2EE using the Wildfly application server and a MySQL database. It helps to manage athletes and coaches files of a sports club.

human-presence-detection

Detecting and locating an object in motion can solve several problems in real life. The detection is carried out by a surveillance camera. The problem to be treated is to verify if the object in motion has the shape of a human. The challenge is to perform the detection and recognition of the human form in real time.

mathdictionary

Dictionary of mathematical terms. It allows to translate between three languages: English-French-Arabic

medical_office_management

This project is developed with Java J2EE and MySQL database. It helps to manage patients files, to print prescriptions, to manage appointments for patients...

object-detection-with-changing-environmental-factors

Nowadays, several research teams are looking into the development and optimization of driver assistance systems in different types of vehicles. Among the major problems encountered on this axis we can cite the verification of the state of the driver, the location of the roadsides, the detection of objects, the change of visual conditions, the prediction of the actions of moving objects, ...

obstacle-detection-on-railway

Dans le domaine de la sécurité, la détection d’obstacle reste un domaine de recherche et en particulier sur les voies ferrées. Une caméra permet de récupérer tout type d’objets. La détection des objets doit être établit sur la partie des rails devant le train. Les problématiques traitées dans ce projet sont : • Détection et localisation d’un objet sur les rails ; • La détection soit être faite en temps réel et avec une bonne précision.

pedestrian-detection

In the field of road safety, pedestrian detection remains an area of research despite the development it has known since its creation. A camera makes it possible to recover images which will be processed to detect the passage of pedestrians.

pedestrian-detection-for-smart-surveillance-cameras

In the field of security, the detection of persons remains a field of research despite the changes it has seen since its inception. A surveillance camera makes it possible to recover all types of objects. The objects that interest us in this project are human beings. The camera should only detect people who pass in its field of view.

pedestrian-motion-prediction

In the field of road safety, pedestrian detection remains a field of research despite the changes it has undergone since its creation. A camera makes it possible to recover images which will be processed to detect the passage of pedestrians. The problems to be solved in this project are: • Detection and localization of a moving object • Be able to decide if the detected object is a pedestrian • Predict the movement of the pedestrian according to his position

real-time-object-detection

In this project, we focus on the problem of computation time as well as the elimination of false positives and false negatives which remarkably deteriorates the accuracy of the object detection process.

real_time_plastic_waste_detection_2022_2023

In this project we develop a real-time object detection system based on a convolutional neural network.

school_management

This project is developed with Java J2EE using Wildfly application server and a MySQL database. It helps to manage a private school.

vision-based-waste-sorting

Waste separation is an important step in the recycling process to preserve the environment. In this project we sort waste using a camera avec a Convolutional Neural Network.

waste-sorting-system-detection-of-plastic-waste