Virtual Dressing Room

This is a project for a virtual dressing room application. It allows users to virtually try on clothes, accessories, and other fashion items in a 3D environment.

Features

• Users can upload a photo of themselves to the application or stand Infront of the camera to see how the clothes will look on them
• Users can select clothes from a pre-existing catalog or upload their own clothes to the application
• The application allows users to adjust the fit of the clothes to match their body shape and size
• The project includes pose estimation, allowing users to wear the clothes regardless of their body position.

Technologies Used

• OpenCV for image processing
• TensorFlow for machine learning
• The proposed system consist of 2 Algorithm:
  • Haar-cascade
  • Generative Adversarial Networks (GAN)
    • The Segmentation Algorithm
    • Geometric Matching Module
    • Try-on Module

Installation

To install and run the application, follow these steps:

• Clone the repository to your local machine
• Due to the files' size exceeding 100mb, they could not be uploaded on GitHub, so please download both files using the provided link below.:
  • pose_iter_440000.caffemodel: https://drive.google.com/file/d/1W4PfqN5681MjO1fReZ42mVBrQaZC5ces/view?usp=sharing
  • lip_jppnet_384.pb: https://drive.google.com/file/d/14HdNBHF3riufLjDtzb9ACv5Y5MmKUql2/view?usp=sharing
• Install the packages:
  • pip install opencv-python
  • pip install opencv-contrib-python
  • pip install opencv-contrib-python-rolling
• Now execute main.py file