GAN-based Art Generator using Deep learning

[alo7lika]

Pull Request for DL-Simplified 💡

Issue Title : GAN-based Art Generator using Deep Learning

• Info about the related issue (Aim of the project) : The aim is to implement a Generative Adversarial Network (GAN) to generate synthetic artistic images that resemble real artworks.
• Name: Alolika Bhowmik
• GitHub ID: https://github.com/alo7lika
• Email ID: [email protected]
• Identify yourself: GSSOC Contributor Ext 24

Closes: #954

Describe the add-ons or changes you've made 📃

Added a complete GAN-based Art Generator implementation, including the generator and discriminator architectures, training process, and usage instructions in the README.

Type of change ☑️

What sort of change have you made:

• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)
• Code style update (formatting, local variables)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)
• This change requires a documentation update

How Has This Been Tested? ⚙️

The GAN was trained on a synthetic dataset of artistic images, and the generated outputs were visually inspected for quality and uniqueness.

Checklist: ☑️

• My code follows the guidelines of this project.
• I have performed a self-review of my own code.
• I have commented my code, particularly wherever it was hard to understand.
• I have made corresponding changes to the documentation.
• My changes generate no new warnings.
• I have added things that prove my fix is effective or that my feature works.
• Any dependent changes have been merged and published in downstream modules.

[github-actions]

Our team will soon review your PR. Thanks @alo7lika :)

[abhisheks008]

1. Can you mention the URL of the dataset you are using here?
2. Remove the Images/Image file.
3. Please follow the README.md template and update the README accordingly.
4. You have mentioned that you'll be using 3-4 GAN based models for this project while taking this issue, can you please put some light on it.

@alo7lika

[Scholarscribe]

@alo7lika please add hacktober fest tag to this PR.

[alo7lika]

@abhisheks008 kindly check the PR AND MERGE IT AND ALSO ADD LABELS

[alo7lika]

@abhisheks008 kindly check the PR AND MERGE IT AND ALSO ADD LABELS

@sanjay-kv Kindly review the task since @abhisheks008 is not reviewing the task

[abhisheks008]

Approved.