Abstract: Highlights•An automatic method to generate fidelity clothing models from a single RGB image.•A coarse-to-fine style estimation approach enables TailorNet to deal with image input.•A multi-information fusion method can generate realistic clothing texture effects.•A fine-grained clothing style dataset can guide clothing style prediction tasks.
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