Welcome to the GAN Dresses project! This is a group project for an undergraduate major project, in which we aim to use generative adversarial networks (GANs) in artificial intelligence (AI) to create new and unique dresses.
Team members
- Vanama Yaswanth
- Sneh singh
- Vidhi Mathur
In order to divide the work equally among team members and ensure that the project is completed on time, we have divided the tasks into the following categories:
Gather a diverse dataset of dress images
Preprocess the images to ensure they are suitable for training
Split the dataset into training and validation sets
Design the GAN architecture
Train the GAN on the dataset
Fine-tune the GAN to improve results
Evaluation and testing
Evaluate the quality of the generated dresses using appropriate metrics
Test the GAN on a hold-out test set
Identify any potential issues or improvements that can be made
Write a detailed report on the project Create a presentation to showcase the results of the project Write clear and concise documentation for the project code
If you would like to contribute to this project, please follow these steps:
Clone the repository to your local machine: git clone
Create a new branch for your changes: git checkout -b my-changes
Make your changes and commit them: git commit -am "added new feature"
Push your changes to the remote repository: git push origin my-changes
Submit a pull request for your changes to be reviewed and merged