CBSE Class 9 AI (Artificial Intelligence) | 15. Hands-on Activity: GAN Paint by Abraham | Learn Smarter
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15. Hands-on Activity: GAN Paint

Exploration of GAN Paint reveals the capabilities of Generative Adversarial Networks to create and modify images realistically. Through a hands-on approach, students engage with AI, experimenting with image editing and understanding the dynamics between a Generator and a Discriminator. This chapter emphasizes AI's significant role in both creativity and data manipulation.

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Sections

  • 15

    Hands-On Activity: Gan Paint

    This chapter introduces GAN Paint, an interactive AI tool that allows users to create and modify images using Generative Adversarial Networks (GANs).

  • 15.1

    Introduction

    This section introduces GAN Paint, an AI tool for generating and editing images using Generative Adversarial Networks (GANs).

  • 15.2

    Learning Objectives

    This section outlines the learning objectives associated with the GAN Paint activity, focusing on the understanding and experimentation with Generative Adversarial Networks.

  • 15.3

    What Is Gan (Generative Adversarial Network)?

    GANs are a type of deep learning model that uses two components, a generator and a discriminator, to create realistic images.

  • 15.4

    About Gan Paint

    GAN Paint is a web-based tool that allows users to interactively create and edit images using Generative Adversarial Networks (GANs).

  • 15.5

    Materials Required

    This section lists the essential materials needed to engage in the GAN Paint activity.

  • 15.6

    Activity Instructions: Step-By-Step

    This section provides a comprehensive, step-by-step guide for using the GAN Paint tool.

  • 15.7

    Observations & Learning

    This section highlights how GAN Paint demonstrates the capabilities of AI in creating realistic images from user inputs.

  • 15.8

    Concept Behind The Activity

    This section explains how GAN Paint utilizes deep learning and Generative AI to create images based on user input.

  • 15.9

    Real-World Applications Of Gans

    This section outlines several real-world applications of Generative Adversarial Networks (GANs) across various fields.

  • 15.10

    Teacher/facilitator Note

    This section provides guidance for teachers on facilitating a hands-on activity using GAN Paint.

  • 15.11

    Summary

    This section summarizes the exploration of GAN Paint, emphasizing how Generative Adversarial Networks facilitate image editing and creation.

References

ch15.pdf

Class Notes

Memorization

What we have learnt

  • GANs consist of two main co...
  • GAN Paint is an interactive...
  • The activity showcases AI's...

Final Test

Revision Tests