#383 · Primary category: Computer Vision

clothes-virtual-try-on

computer-vision deeplearning gan pose-estimation segmentation viton

Virtual Clothing Assistant a custom unique implementation of ViTON, allows user to try different clothings virtually

Project last updated:11/19/24

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Why we included this project

Virtual try-on sounds simple until you try to build it, and this repo shows the classic ViTON pipeline in a form you can actually follow. It chains pose estimation, human parsing, and a GAN generator to place a garment image onto a person's photo, and the bundled Gradio interface plus one-click Colab notebook let you run the whole flow without setting up local dependencies. The author has paused active development, so treat it as a learning base rather than something to drop into production. The code is readable enough to trace the methodology end to end, which makes it a good starting point if you want to understand how these systems fit together before moving to a more current model.

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