metadata

license: apache-2.0
title: VTON DEMO
sdk: streamlit
colorFrom: blue
colorTo: blue
pinned: true
short_description: Virtual TryON Demo
sdk_version: 1.42.2

Virtual Try-On Application

This application uses the IDM-VTON model via Replicate API to perform virtual try-on of garments on human images.

Requirements

Python 3.6+
replicate Python package

Installation

Install the required package:

pip install replicate

Set up your Replicate API token as an environment variable:

export REPLICATE_API_TOKEN='your_token_here'

You can get your API token from Replicate after creating an account.

Usage

Run the script with:

python vton.py

By default, the script uses example images. To use your own images, modify the garm_img, human_img, and garment_des variables in the script.

Function Usage

You can also import the function in your own Python code:

from vton import virtual_try_on

output_path = virtual_try_on(
    garm_img_url="URL_TO_GARMENT_IMAGE",
    human_img_url="URL_TO_HUMAN_IMAGE",
    garment_des="Description of the garment"
)

Output

The script will save the generated try-on image as output.jpg in the current directory.

Model Information

This application uses the IDM-VTON model created by cuuupid on Replicate. The model performs virtual try-on by overlaying garments onto human images based on the provided description.