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Système de Répulsion Des Oiseaux Basé Sur l'Ia
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ISBN10: 663041912X
ISBN13: 9786630419122
Publisher: Editions Notre Savoir
Pages: 76
Weight: 0.25
Height: 0.18 Width: 6.00 Depth: 9.00
Language: French
ISBN13: 9786630419122
Publisher: Editions Notre Savoir
Pages: 76
Weight: 0.25
Height: 0.18 Width: 6.00 Depth: 9.00
Language: French
Les nuisances causées par les oiseaux dans les zones agricoles et industrielles entraînent des pertes de rendement considérables et posent des problèmes d'entretien à l'échelle mondiale. Les techniques de dissuasion classiques, telles que les épouvantails, les bandes réfléchissantes et les émetteurs d'ultrasons, perdent souvent de leur efficacité en raison de l'accoutumance des oiseaux. Afin de surmonter ces limites, cet ouvrage présente un système de dissuasion des oiseaux utilisant l'apprentissage automatique (ML) et l'Internet des objets (IoT). Le système proposé utilise un Raspberry Pi équipé d'une webcam montée sur un servomoteur à 180 afin de surveiller en continu les environs. À l'aide d'un modèle léger de réseau neuronal convolutif (CNN), le flux vidéo capturé est traité en temps réel pour détecter la présence d'oiseaux. Dès la détection, un amplificateur et un haut-parleur commandés par un pilote de moteur sont activés pour émettre des signaux sonores de distraction qui éloignent les oiseaux de la zone protégée. De plus, le système peut enregistrer les événements de détection et envoyer des notifications via Wi-Fi pour permettre une surveillance à distance.
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