andrewjong/SwapNet
Virtual Clothing Try-on with Deep Learning. PyTorch reproduction of SwapNet by Raj et al. 2018. Now with Docker support!
ArchivedImplements 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.
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Dec 05, 2022
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