region:us

# StyleForge

This project is built to revolutionize the fashion and e-commerce industries, allowing users to choose and generate images as required by passing in the requirements as text prompts. 
Chat with images as often as you like, allowing flexible modification.

## Authors

- [@anubhav](https://www.github.com/anubhav100rao)
- [@isha](https://www.github.com/isharawat)
- [@sachin](https://www.github.com/sachin-raghuwanshi)


## Badges

badges addressing the dependencies and licenses for the project discussed below:

Badges added from : [shields.io](https://shields.io/)

[![MIT License](https://img.shields.io/badge/License-MIT-green.svg)](https://choosealicense.com/licenses/mit/)
[![GPLv3 License](https://img.shields.io/badge/License-GPL%20v3-yellow.svg)](https://opensource.org/licenses/)
[![AGPL License](https://img.shields.io/badge/license-AGPL-blue.svg)](http://www.gnu.org/licenses/agpl-3.0)


## Contributing

Contributions are always welcome!

See `contributing.md` for ways to get started.

Please adhere to this project's `code of conduct`.


## Deployment

this project is deployed on huggingfaces using the free architecture :

```
https://huggingface.co/spaces/Sambhavnoobcoder/StyleForge

```

the hardware that is used to run this project is 

```
    - CPU Basic
    - 2 vCPU
    - 16 GB RAM
```



## Screenshots

certain prompt samples and their respective outputs :

<img width="1246" alt="Screenshot 2023-08-19 at 1 39 28 PM" src="https://github.com/sambhavnoobcoder/StyleForge/assets/94298612/b5b4befa-3d12-47cd-812d-ef70f26189a8">

<img width="455" alt="Screenshot 2023-08-19 at 6 11 25 PM" src="https://github.com/sambhavnoobcoder/StyleForge/assets/94298612/713fb884-f2d8-4482-9798-f70290e23220">


<img width="1316" alt="Screenshot 2023-08-19 at 2 30 12 PM" src="https://github.com/sambhavnoobcoder/StyleForge/assets/94298612/c9eee045-417b-4a79-80c4-b450f2a7898c">

<img width="900" alt="Screenshot 2023-08-19 at 5 52 06 PM" src="https://github.com/sambhavnoobcoder/StyleForge/assets/94298612/6c128826-b776-45d7-a59d-007450cc98da">

## Note:

- this is a deterministic model, so it can potentially generate different outputs for the same prompts . try this to generate more items matching the same description.

- the model is a highly resource-expensive model requiring GPU for good inference. Since the hosted inference is actually CPU,  it can take more time than expected to run the prompts . kindly wait patiently for the generation interval of the prompt. 


