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English(EN) VietFashion: Benchmarking Sketch-Text Composed Image Retrieval for Cultural Outfits

新的时尚数据集提升了AI草图到图像和检索能力

发布了两个新的大规模数据集GarmentSketch和VietFashion,以推进时尚行业的草图到图像生成和检索。GarmentSketch提供了26,249张时尚草图及其详细的文本描述,旨在改善设计中的人机协作。VietFashion专注于文化服饰,特别是越南奥黛(áo dài),通过超过21,000张图像和匹配的标题,为草图-文本组合图像检索提供了基准。 AI

影响 这些数据集将推动AI驱动的时尚设计工具的进步,改善草图理解和文化特定服装的检索。

排序理由 两篇介绍用于时尚相关AI任务的大规模数据集的学术论文。

在 arXiv cs.CV 阅读 →

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新的时尚数据集提升了AI草图到图像和检索能力

报道来源 [4]

  1. arXiv cs.CV TIER_1 English(EN) · Duong-Duy-Khang Bui, Minh-Tan Pham, Tam V. Nguyen, Minh-Triet Tran, Trung-Nghia Le ·

    GarmentSketch: 大型草图到时尚基准测试

    arXiv:2606.14025v1 Announce Type: new Abstract: Fashion sketching is a cornerstone of design workflows, allowing rapid visualization of creative concepts prior to physical prototyping. Yet, progress in sketch-based fashion image synthesis has been hindered by the absence of large…

  2. arXiv cs.CV TIER_1 English(EN) · Hoang-Nguyen Cao, Le-Hoang Bui, Dinh-Khoi Vo, Minh-Triet Tran, Trung-Nghia Le ·

    VietFashion:为文化服饰进行草图-文本组合图像检索的基准测试

    arXiv:2606.13427v1 Announce Type: new Abstract: Cultural garments pose a unique challenge for visual retrieval systems, as their identity often depends on subtle structural and symbolic details that are poorly captured by standard AI models. We introduce VietFashion, a new benchm…

  3. arXiv cs.CV TIER_1 English(EN) · Trung-Nghia Le ·

    GarmentSketch: 大规模草图到时尚基准

    Fashion sketching is a cornerstone of design workflows, allowing rapid visualization of creative concepts prior to physical prototyping. Yet, progress in sketch-based fashion image synthesis has been hindered by the absence of large-scale, high-quality paired resources. To bridge…

  4. arXiv cs.CV TIER_1 English(EN) · Trung-Nghia Le ·

    VietFashion:文化服饰的草图-文本组合图像检索基准测试

    Cultural garments pose a unique challenge for visual retrieval systems, as their identity often depends on subtle structural and symbolic details that are poorly captured by standard AI models. We introduce VietFashion, a new benchmark for sketch-text composed image retrieval cen…