rizavelioglu/tryoffdiff
[CVPR'25-Demo] Official repository of "TryOffDiff: Virtual-Try-Off via High-Fidelity Garment Reconstruction using Diffusion Models".
Leverages Stable Diffusion v1.4 with SigLIP image encoding and multi-GPU training via HuggingFace Accelerate to reconstruct garments at high fidelity, supporting both single and multi-garment virtual try-off scenarios. The codebase provides modular training, inference, and evaluation pipelines compatible with VITON-HD and Dress Code datasets, with metrics from IQA-PyTorch, clean-fid, and DISTS for benchmarking reconstruction quality.
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Nov 12, 2025
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