November 2024
Intermediate to advanced
514 pages
17h 12m
French
Content preview from L'IA à la pointe de la technologie
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Chapitre 3. Le matériel de l'IA périphérique
Cet ouvrage a été traduit à l'aide de l'IA. Tes réactions et tes commentaires sont les bienvenus : translation-feedback@oreilly.com
Il est maintenant temps de rencontrer les appareils, les algorithmes et les techniques d'optimisation qui alimentent les applications d'IA de pointe. Ce chapitre est conçu pour donner un large aperçu des éléments techniques les plus importants du domaine. À la fin de celui-ci, tu auras les éléments de base nécessaires pour commencer la planification de haut niveau d'un produit edge AI.
Capteurs, signaux et sources de données
Capteurs sont des composants électroniques qui permettent aux appareils de mesurer leur environnement et de détecter l'intervention humaine. Ils vont de l'extrêmement simple (les bons vieux interrupteurs et les résistances variables) à l'incroyablement sophistiqué (les caméras de détection et de télémétrie par la lumière [LIDAR] et les caméras thermiques). Les capteurs fournissent à nos appareils d'intelligence artificielle les flux de données qu'ils utilisent pour prendre des décisions.
Au-delà des capteurs, il existe d'autres sources de données que nos appareils peuvent exploiter. Il s'agit notamment de choses comme les journaux des appareils numériques, les paquets réseau et les transmissions radio. Bien qu'ils aient une origine différente, ces flux de données secondaires peuvent être tout aussi passionnants en tant que sources d'informations pour les algorithmes d'IA.
Les différents ...
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