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Some of the examples of AEs are as follows:
                 • It can help in cleaning up noisy images to produce clear and highly realistic samples.
                 • It can help in compressing high-resolution images for efficient storage and transmission.
                 • It can create artistic images based on learned features from famous paintings.

                 • It can help in drug discovery by learning and generating molecular structures that have desirable properties.


                       Examples of Generative AI


              Generative AI has many applications, from art and music to language and natural language processing.
              Let's study some examples of how Generative AI is being used in various fields.


              Art

              Generative AI can create new artworks by learning styles from famous painters and generating novel pieces in
              similar styles. For example:
                 • AI artists like "AI Portraits" and "DeepArt" have gained popularity for their ability to create visually stunning images.

                 • The Next Rembrandt project used data analysis and 3D printing to create a new painting in the style of Rembrandt.
              Gen AI can be used for style transferring and portrait creation.

                       Object                  Style               Style Transferring











                                                                Gen AI created an image
                                                                    with a given style            Portrait Creation



              Music

              Generative AI is transforming the music industry by enabling the creation of new music, either through composing
              original pieces or remixing existing ones.
              One prominent example of this innovation is AIVA, an AI composer capable of creating original music in various
              genres.



















                                        Music composition                       Music Genre
                    204     Artificial Intelligence Play (Ver 1.0)-IX
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