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Virtual Try On Application
Overview :
This is a prototype virtual try-on application built using Flask, Twilio's WhatsApp API, and Gradio's virtual try-on model. Users can send images via WhatsApp to try on clothes virtually, with results sent back to them. The application utilizes the Twilio Sandbox for sending and receiving WhatsApp messages and the Gradio API to handle the virtual try-on model, providing users with an innovative online shopping experience.
Target Users :
The target audience consists of online shoppers and clothing retailers who can use this application to preview clothing before purchase, enhancing their shopping experience and satisfaction. Additionally, fashion designers and developers can leverage this technology for clothing design and presentation.
Use Cases
A user sends a full-body photo and an image of clothing to the Twilio sandbox number; the application processes it and returns the virtual try-on effect.
Fashion designers use the application to showcase how their designs look on different body types to clients.
Retailers provide personalized virtual try-on services through the application to attract online shoppers.
Features
Receive personal photos and clothing images sent by users via WhatsApp
Generate virtual try-on results using the Gradio API
Return result images to users via WhatsApp
Utilize the Twilio Sandbox for sending and receiving WhatsApp messages, facilitating prototype development and testing
Employ Flask as the backend server to handle requests and interact with Twilio and Gradio
Use Ngrok to expose the local server to the internet for WhatsApp interaction
How to Use
1. Ensure you have a Twilio account and set up the WhatsApp sandbox.
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2. Create a Hugging Face account to access the Gradio API.
3. Install Python version 3.6 or higher on your machine.
4. Clone the repository to your local environment.
5. Install the required Python packages.
6. Set up environment variables, including your Twilio Account SID and authentication tokens.
7. Start the Flask server.
8. Download and install Ngrok to expose your local server to the internet.
9. Launch Ngrok and set the forwarding URL as the Twilio webhook.
10. Use WhatsApp to send messages or images to the Twilio sandbox number. The application will respond with the virtual try-on results.
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