This course will provide an overview of the ways in which artificial intelligence (AI) can be used to enhance 3D modeling and visualization. Through a combination of lectures, hands-on exercises, and real-world examples, participants will learn the following 10 ways to use AI for 3D: 3D scene understanding: AI can be used to analyze and understand the relationships between different objects in a 3D scene, and to generate a semantic understanding of the scene. Automatic generation of 3D models: AI can be used to automatically generate 3D models of objects or scenes using input images or video. 3D object recognition: AI can be used to recognize and classify different types of 3D objects within a scene. 3D model compression: AI can be used to optimize the size and complexity of 3D models, making them easier to transmit and render. 3D model enhancement: AI can be used to improve the quality and realism of 3D models, by adding details or correcting imperfections. 3D model personalization: AI can be used to customize 3D models for individual users, by changing their appearance or behavior based on user preferences. 3D model animation: AI can be used to generate realistic animations of 3D models, by controlling their movements and actions. 3D model search and retrieval: AI can be used to search for and retrieve specific 3D models from a large database, based on their characteristics or attributes. 3D model labeling: AI can be used to automatically label 3D models with relevant metadata, making it easier to search and categorize them. 3D model prediction: AI can be used to predict the appearance or behavior of 3D models in different scenarios, helping designers to evaluate and optimize their designs.
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