andrewjong/SwapNet

Virtual Clothing Try-on with Deep Learning. PyTorch reproduction of SwapNet by Raj et al. 2018. Now with Docker support!

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Emerging

Implements garment transfer by decomposing images into texture and body segmentation channels, then using a deep generative model to synthesize clothing swaps while preserving body structure. The pipeline integrates Neural Body Fitting for pose-aware body segmentation and LIP_JPPNet for cloth parsing, with preprocessing utilities and a Visdom visualization server for training monitoring. Supports both containerized Docker deployment and conda-based local installation on Linux.

390 stars. No commits in the last 6 months.

Archived No License Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 8 / 25
Community 24 / 25

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390

Forks

118

Language

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License

Last pushed

Dec 05, 2022

Commits (30d)

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