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-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

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.

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, ...

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.