GAN-based Art Generator using Deep learning

[alo7lika]

Deep Learning Simplified Repository (Proposing new issue)

🔴 Project Title : GAN-based Art Generator using Deep Learning
🔴 Aim : Create an art generator that utilizes Generative Adversarial Networks (GANs) to generate artistic images.
🔴 Dataset : A synthetic dataset of artistic images will be generated or sourced from open datasets.
🔴 Approach : Implement 3-4 different GAN algorithms, conduct exploratory data analysis, and compare their performance based on accuracy scores to determine the best fitting model.

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📍 Follow the Guidelines to Contribute in the Project :

• You need to create a separate folder named as the Project Title.
• Inside that folder, there will be four main components.
  • Images - To store the required images.
  • Dataset - To store the dataset or, information/source about the dataset.
  • Model - To store the machine learning model you've created using the dataset.
  • requirements.txt - This file will contain the required packages/libraries to run the project in other machines.
• Inside the Model folder, the README.md file must be filled up properly, with proper visualizations and conclusions.

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🔴🟡 Points to Note :

• The issues will be assigned on a first come first serve basis, 1 Issue == 1 PR.
• "Issue Title" and "PR Title should be the same. Include issue number along with it.
• Follow Contributing Guidelines & Code of Conduct before start Contributing.

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✅ To be Mentioned while taking the issue :

• Full name : Alolika Bhowmik
• GitHub Profile Link : https://github.com/alo7lika
• Email ID : [email protected]
• Participant ID (if applicable): GSSOC Contributor
• Approach for this Project : Implement GANs to generate art and evaluate their performance.
• What is your participant role? (Mention the Open Source program): GSSOC Contributor.

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Happy Contributing 🚀
All the best. Enjoy your open source journey ahead. 😎

[github-actions]

Thank you for creating this issue! We'll look into it as soon as possible. Your contributions are highly appreciated! 😊

[alo7lika]

Assign me the task under GSSOC EXT 24 and HACKTOBERFEST @abhisheks008

[abhisheks008]

Assigned @alo7lika