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Vision par ordinateur basée sur la technologie de l'apprentissage automatique: monographie by Victoria Vysotska

Vision par ordinateur basée sur la technologie de l'apprentissage automatique: monographie

by Victoria Vysotska , Lyubomyr Chyrun , Oleksandr Lavrut
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Book cover type: Paperback
  • ISBN13: 9786208631406
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Editions Notre Savoir
  • Publisher Imprint: Editions Notre Savoir
  • Publication Date:
  • Pages: 528
  • Original Price: GBP 86.0
  • Language: French
  • Edition: N/A
  • Item Weight: 699 grams
  • BISAC Subject(s): General

La monographie est consacrée au développement de méthodes et d'outils de vision par ordinateur utilisant l'IA pour l'identification rapide d'objets en mouvement dans un flux de données vidéo basé sur des technologies d'apprentissage profond. Les méthodes classiques et non classiques d'intelligence artificielle, les réseaux neuronaux convolutifs, la vision par ordinateur et la reconnaissance d'images, ainsi que les théories des systèmes de contrôle basées sur des estimations et des critères de statistiques mathématiques sont pris en compte. La reconnaissance permet de déterminer le type d'objet reconnu et de calculer des estimations quantitatives de la précision. Une méthode d'application de modèles est mise en oeuvre. L'algorithme dispose d'informations sur l'aspect de l'objet recherché, l'arrière-plan qu'il peut avoir, les contours spécifiques de l'objet et leur position. L'emplacement possible de la détection de l'objet est immédiatement pris en compte. Cela permet d'obtenir une qualité de reconnaissance élevée et de bonnes performances. Lorsqu'une caméra vidéo filme plusieurs objets similaires, différents modèles sont satisfaits et la reconnaissance diminue. Les modèles de réseaux neuronaux artificiels sont utilisés pour estimer ou approximer des fonctions qui peuvent dépendre de nombreuses entrées et sont généralement inconnues.

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