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Virtual Try-On (VTON)

An e-commerce platform with a virtual try-on feature for fashion products using VTON-HD pipeline.

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Private Repository
Virtual Try-On (VTON)

Technologies Used

FlaskPythonDockerOpenPoseOpenCVRemBG

Project Overview

Developed an e-commerce platform with virtual try-on functionality using the VTON-HD pipeline. Built a preprocessing pipeline with OpenPose for pose estimation and CIHP for body part parsing, and integrated OpenCV and RemBG for advanced image manipulation with a Flask backend for API services.

Key Challenges

Implementing accurate body parsing and pose estimation while maintaining image alignment and realistic clothing overlay.

Key Features

  • E-commerce platform with virtual try-on feature
  • Preprocessing pipeline using OpenPose and CIHP
  • Advanced image manipulation with OpenCV and RemBG
  • Flask backend serving inference APIs

Project Gallery

Screenshots and visuals showcasing the project in action

Virtual Try-On (VTON) screenshot 1
Virtual Try-On (VTON) screenshot 2
Virtual Try-On (VTON) screenshot 3

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