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Presentation de projet de fin de etude

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Detection visage , Reconnaissance faciale

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Presentation de projet de fin de etude

  1. 1. Reconnaissance faciale 1
  2. 2. Présentation de projet de fin d’étude THÈME: RECONNAISSANCE FACIALE PRESENTE PAR: AYOUB BOUDINE BILEL BELWAFI DIEUDONNÉ MONDIEU MAHDI ABDMOULEH MOSTAFA RAHMOUNE 2
  3. 3. Introduction Dans le cadre de la formation de programmation et application mobile, un projet de fin d’études est obligatoire pour compléter la formation et mettre en pratique les connaissances acquises durant notre formation. Pour cette raison nous avons choisi de monter un projet intitulé : Détection de visage en temps réel. 3
  4. 4. Notre application permettra de capturer l’image d’une personne à travers une caméra et la comparer aux images contenus dans la base de données. Lorsque la comparaison aura réussi , elle sauvegardera l’information dans un fichier (tableau Historique) qui pourrait être consulté à tout moment par un gestionnaire. Pour mener à bien ce projet notre client Monsieur David Roy était consulté à chaque phase de développement pour s’assurer que les recommandations étaient bien respectées. 4
  5. 5. Pour cela les démarches suivies pour une bonne réussite ont été de mettre en oeuvre un plan de projet, un document d’analyse et de conception. L’informatisation des systèmes de sécurité , de pointage et bien d’autre choses sont des enjeux très important dans la société moderne. Tout au long de cette présentation nous allons vous décrire la porté du projet, expliquer notre document MS projet et en fin les facteurs de risques qui pourraient influences de mener à bien ce projet. 5
  6. 6. Definition de OpenCV,java leur Importance pour nous  openCV (pour Open Computer Vision) est une bibliothèque graphique libre, initialement développée par Intel, spécialisée dans le traitement d'images en temps réel. La société de robotique Willow Garage assure le support de cette bibliothèque depuis 2008.  1. - Java est aujourd'hui un langage aussi rapide que le c++ pourvu qu'on ne l'utilise pas pour une application très lourde (jeux en ligne, logiciel de traitement d'images, encodage vidéo etc...)  2. - Java est organisé, il contient des classes bien conçues et bien reparties.  3. - Java est connu et donc il y a plus de chance de trouver des développeurs java; pour concevoir ou améliorer une application.  4. - Java est gratuit et permet les mêmes avantages que le point 3  5. - Java est portable 6
  7. 7. Diagrammes de cas d’utilisation 7
  8. 8. Modélisation de la base de données 8
  9. 9. Diagramme de séquences 9
  10. 10. Interface pour afficher la vidéo réelle à partir de la caméra 10
  11. 11. Interface utilisateurs 11
  12. 12. Interface pour modifier les informations d’un employé 12
  13. 13. Requis du système Pour que Le système fonctionne adequatement on aura besoin des spécifications suivantes: D’une caméra IP  Un ordinateur qui possède un système d’exploitation Windows 8.1 professionnel puisque nous travaillons avec nos propres machines et qui possèdent ces spécifications.  Processeur 1.86Ghz  RAM 2GO(Ceci est une approximation)  Base de données MySQL 13
  14. 14. Tableau des événements Événement Déclencheur Source Activité / cas d’utilisation Réponse Destination Une personne passe devant la camera Détecter la présence d’un visage Capturer une image d’un visage Image de visage Base de données Captured’uneimage image capture camera Comparer l’image capture avec les images dans la base de données Existe ou n’existe pas Base de données Existenced’une imagedétecteen tempsréelle. Comparer deux images Créer l’historique Base de données 14
  15. 15. Portée du projet Créer un système de pointage automatique et facile à l’utilisation capable de fonctionner dans plusieurs secteurs de la vie courante. Quand nous recevons les vidéos dans l’interface et l’application reconnaît les personnes détectées elle affiche les noms de ces dernières. Lorsque l’application détecte les visages et affiche leurs noms. Spécifications limites incluses : hébergement de la BD, rapport du projet final. Spécifications limites exclues : Nous ne faisons pas le marketing concernant ce projet ainsi que la formation du client L’installation de la caméra est réservée à des Spécialisées. 15
  16. 16. But et objectif du projet Le but du projet :  Détecter plusieurs visages en temps réel en utilisant une caméra IP et les comparer avec ceux présents dans la base de données.  Afficher les noms des personnes présentes dans la scène une fois que la comparaison est effetuée.  Enregistrer l’historique de détection dans la base de données permettant d’effectuer un suivi de présence par un gestionnaire. 16
  17. 17. Programmation du projet (Durée, horaire,…)  La durée du travail est de 26.78 jours d’après notre document de planification MS Project qui est un estimer puisque il y a des contraintes énumérées ci-dessous qui pourraient modifier beaucoup de données.  L’estimation des couts d’apres notre document MS projet est de 25.600$.  Les contraintes qui peuvent affecter le projet sont : Retard de livraison du matériel, panne du courant électrique, mauvais fonctionnement de caméra, l’absence d’un membre de l’équipe, le financement du projet. 17
  18. 18. La méthodologie:  La méthodologie: Programmation extrême  En commençant notre projet, nous avons trouvé que la programmation extrême est la bonne méthode pour notre projet.  Notre choix était fondé sur l'amélioration de la productivité et l’introduction des points de contrôle à laquelle les nouvelles exigences peuvent être adoptées.  Donc nous avons travaillé ensemble sur le même projet, tout le groupe avait accès à Dropbox et nous pouvons changer et modifier le projet en tout temps. 18
  19. 19. Conclusion  Parvenue au terme de ce travail qui consistait a créé une application de détection et de reconnaissance faciale en temps réel, nous avons pu détecter le visage d’une personne en temps réel, le reconnaitre à travers une caméra en utilisant les informations qu’on avait sauvegardées au départ dans notre base de données 19
  20. 20. Video expliquant l’importance de la reconnaissance faciale 20
  21. 21. References  https://fr.wikipedia.org/wiki/OpenCV  http://www.shervinemami.info/faceRecognition.html  https://pcbje.github.io/misc/2012/12/01/doing-face-recognition-with- javacv.html  https://github.com/emara-geek 21

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