Ce cours présente les modèles de diffusion, une famille de modèles de machine learning qui s'est récemment révélée prometteuse dans le domaine de la génération d'images. Les modèles de diffusion trouvent leur origine dans la physique, et plus précisément dans la thermodynamique. Au cours des dernières années, ils ont gagné en popularité dans la recherche et l'industrie. Ils sont à la base de nombreux modèles et outils Google Cloud avancés de génération d'images. Ce cours vous présente les bases théoriques des modèles de diffusion, et vous explique comment les entraîner et les déployer sur Vertex AI.
Introduction to Image Generation - Français
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Beginner level
No prior experience required
1 hour to complete
Flexible schedule
Learn at your own pace
What you'll learn
Fonctionnement des modèles de diffusion
Cas d'utilisation concrets des modèles de diffusion
Modèles de diffusion non conditionnés
Avancées des modèles de diffusion (texte-vers-image)
Details to know
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Assessments
1 assignment
Taught in French
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There is 1 module in this course
Ce cours présente les modèles de diffusion, une famille de modèles de machine learning qui s'est récemment révélée prometteuse dans le domaine de la génération d'images. Ils sont à la base de nombreux modèles et outils Google Cloud avancés de génération d'images. Ce cours vous présente les bases théoriques des modèles de diffusion, et vous explique comment les entraîner et les déployer sur Vertex AI.
What's included
1 video1 assignment
Instructor
Offered by
Recommended if you're interested in Cloud Computing
Google Cloud
Amazon Web Services
Google Cloud
Institut Mines-Télécom
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