Certificate in Character Design & Generative AI
-- ViewingNowThe Certificate in Character Design & Generative AI course is a comprehensive program that combines the artistic aspects of character design with the cutting-edge technology of generative AI. This course is essential for learners looking to expand their skillset and stay competitive in the rapidly evolving design industry.
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⢠Introduction to Character Design: Understanding the basics of character design, including anatomy, proportions, and storytelling through visuals.
⢠Generative AI Overview: Learning the fundamentals of AI, machine learning, and deep learning, focusing on generative models.
⢠Data Preparation for Generative AI: Data preprocessing techniques, feature engineering, and dataset creation for generative AI.
⢠Convolutional Neural Networks (CNNs): Understanding the concepts of CNNs, their architecture, and their applications in image generation.
⢠Variational Autoencoders (VAEs): Learning the theory, structure, and use cases of VAEs in generating characters and their variations.
⢠Generative Adversarial Networks (GANs): Exploring the principles, components, and training processes of GANs for character design generation.
⢠Style Transfer and Image-to-Image Translation: Applying generative AI techniques to transfer styles and convert images between different character designs.
⢠Evaluation Metrics in Generative AI: Measuring the quality and diversity of generated character designs using various evaluation metrics.
⢠Ethical Considerations in Character Design and AI: Discussing the ethical implications of using AI in character design and considering user privacy, consent, and potential biases.
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