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UNIT-4


                                                                INTRODUCTION TO


                                                                    GENERATIVE AI













                                  Learning Outcomes



                     •  Real Images vs AI-Generated Images        •  AI or Real Image….How to Identify?
                     •  Supervised Learning and Discriminative Modelling   •  Unsupervised Learning and Generative Modelling
                     •  What is Generative AI?                    •  Types of Generative AI
                     •  Examples of Generative AI                 •  Generative AI Boon or Bane
                     •  Generative AI Tools                       •  Ethical Considerations of using Generative AI
                     •  The Potential Negative Impact on Society   •  Responsible Use of Generative AI


                 The simpler it is to understand the context through visualisation (images), the more difficult it is to identify,
                 whether the image is real or artificial. Today, 50% of the images we see online are a result of Generative Artificial
                 Intelligence (Gen AI).

                 Let us learn more about it.


                         Real Images vs AI-Generated Images


                 Real images are captured by cameras, they are visual representations depicting scenes, objects, or people in the
                 same way as they exist in the real world. They are created on the same side of the lens or mirror as the viewer.
                 These images are either created by or clicked by humans.

                 AI-generated images are created using AI algorithms. These algorithms use large amount of data and learn
                 patterns to create new images that look like real ones. Sometimes AI incorporates small details that don't exist in
                 the original picture to enhance the look of the scene. AI can create images that can be modified and enhanced.
                 It can also create entirely new, imaginative images.


















                                         Real Image                                AI Generated Image

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