recodehive / machine-learning-repos

A curated list of awesome machine learning frameworks, libraries and software (by language). I
https://machine-learning-repos.vercel.app/
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💡[Feature]: Image Art Generator using GANs #429

Closed chiragHimself closed 1 month ago

chiragHimself commented 2 months ago

Is there an existing issue for this?

Feature Description

A deep convolutional generative adversarial network implemented in PyTorch! The project is designed to generate realistic images from random noise using the power of deep learning.

Use Case

This project illustrates the building of foundational GANs , one of the most powerful utilities of deep learning using Generator and Advisor networks. The training data for this project is obtained from the CIFAR-10 open dataset. This model can successfully generate human like art using the training it had went through.

Benefits

It utilizes the power of neural networks and uses two parallel , powerful networks to build image artworks that are appealing and realistic . It can further be scaled to build models like stable diffusion.

Add ScreenShots

DcganSample

Priority

High

Record

github-actions[bot] commented 2 months ago

Thank you for creating this issue! 🎉 We'll look into it as soon as possible. In the meantime, please make sure to provide all the necessary details and context. If you have any questions reach out to LinkedIn. Your contributions are highly appreciated! 😊

Note: This repo is for beginners to learn and start with Opensource we won't accept more than 10 issues from a single person, This restriction applies to Gssoc project which has a similar kind of adding folder files, Points will be reduced when we find Spam.

I Maintain the repo issue twice a day, or ideally 1 day, If your issue goes stale for more than one day you can tag and comment on this same issue.

You can also check our CONTRIBUTING.md for guidelines on contributing to this project.

chiragHimself commented 2 months ago

Please assign me this issue under GSSOC'24.

github-actions[bot] commented 1 month ago

Hello @chiragHimself! Your issue #429 has been closed. Thank you for your contribution!