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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
Introduction to Generative AI 321

