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
• @isha
• @sachin

Badges

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

Badges added from : shields.io

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.