Team members : Oorgita Sur , Nisha kumari, Vansh Gupta , Kartish Bhadauria college : BVCOE,Delhi contact : 8586092733 email : [email protected] ( oorgita ),[email protected] (vansh), [email protected] (nisha), kartishsbhadauria@gmail,com (kartish).

Unleash the Power of text to image generation : A Business Model Built on Stable Diffusion Harness the Cutting Edge of Image Creation

This innovative business model empowers you to leverage the transformative potential of Stable Diffusion, a state-of-the-art image synthesis model from Hugging Face. By seamlessly blending the power of CLIP and Diffusion techniques, Stable Diffusion produces captivating visuals based on simple text descriptions.

A Tailored Solution for Diverse Needs

This system offers a robust, two-agent architecture:

User Agent: Designed for intuitive user interaction, this agent flawlessly transmits image description requests with pinpoint accuracy. AI Model Agent: This sophisticated agent establishes a seamless connection with the Hugging Face API, breathing life into text descriptions by generating stunning images. Benefits You Can't Ignore

Effortless Image Creation: Effortlessly produce high-quality visuals from textual prompts. Exceptional Accuracy: Ensure precise results that align perfectly with your descriptions. Seamless User Experience: Enjoy an intuitive and user-friendly interface for effortless request submission. Robust Error Handling: Experience uninterrupted operations with an integrated error management system. Getting Started: A Smooth Transition

Secure Your Hugging Face API Token:

Visit HuggingFace: https://huggingface.co/ and register or log in. Navigate to "Profile -> Settings -> Access Tokens." Copy an existing token or create a new one. Effortless Environment Setup:

Within the stable_diffusion-v1-4/src directory, create a .env file and include your Hugging Face API Token:

Bash export HUGGING_FACE_ACCESS_TOKEN="{Your HuggingFaceAPI Token}" Use code with caution. Install Essential Dependencies:

Navigate to the source directory, load environment variables from .env, and install required packages:

Bash cd src source .env poetry install Use code with caution. Ignite the Magic:

Initiate the project using:

Bash poetry run python main.py Use code with caution. This script automatically dispatches requests to the agent every 10 minutes.

Tailor Your Experience:

Locate the AI_MODEL_AGENT_ADDRESS variable in src/stable_diffusion_agent.py and replace it with the {agent_address} value you find in your logs. To personalize your requests, navigate to src/stable_diffusion_user.py and modify the IMAGE_DESC variable with your desired textual prompt. Behold Your Creations:

Witness your newly generated images within the generated-image folder, named with a timestamp for easy identification. Embrace the Future of Image Creation

This business model empowers you to tap into the boundless potential of AI-generated visuals. With unparalleled ease and exceptional results, unlock a world of creative possibilities.