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Deep Fashion3D: A Dataset and Benchmark for 3D Garment
- 2023-6-25 Deep Fashion3D V2 is available, where the dense garment point clouds are equiped with more accurate feature line annotation, registered mesh with categ…
- 2020-8-24 Deep Fashion3D is released with garment models. Feature line annotations and garment pose annotations will be released soon … See more
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[2003.12753] Deep Fashion3D: A Dataset and Benchmark for 3D …
WebDeep Fashion3D contains 2078 models reconstructed from real garments, which covers 10 different categories and 563 garment instances. It provides rich annotations including 3D …
- Author: Heming Zhu, Yu Cao, Hang Jin, Weikai Chen, Dong Du, Zhangye Wang, Shuguang Cui, Xiaoguang Han
- Publish Year: 2020
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Deep Fashion3D: A Dataset and Benchmark for 3D …
WebMar 25, 2020 · Figure 1: We present Deep Fashion3D, a large-scale repository of 3D clothing models reconstructed from real garments. It contains over 2000 3D garment models, spanning 10 different cloth …
Deep Fashion3D: A Dataset and Benchmark for 3D Garment …
WebDeep Fashion3D contains 2078 models reconstructed from real garments, which covers 10 different categories and 563 garment instances. It provides rich annotations including 3D …
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deepFashion3D/README.md at master · GAP-LAB-CUHK …
Web2020-8-24 Deep Fashion3D is released with garment models. Feature line annotations and garment pose annotations will be released soon are released. Click Here to browse the …
Deep Fashion3D: A Dataset and Benchmark for 3D Garment
WebDeep Fashion3D contains 2078 models reconstructed from real garments, which covers 10 different categories and 563 garment instances. It provides rich annotations including 3D …
Deep Fashion3D Dataset | Papers With Code
WebA novel benchmark and dataset for the evaluation of image-based garment reconstruction systems. Deep Fashion3D contains 2078 models reconstructed from real garments, …
DeepFashion Database - Chinese University of Hong Kong
WebMay 4, 2020 · We contribute DeepFashion database, a large-scale clothes database, which has several appealing properties: First, DeepFashion contains over 800,000 diverse …
Webthe largest 3D garment dataset by far, that contains thousands of 3D clothing models with comprehensive annotations. Compared to MGN, the collection of Deep Fashion3D is one …
Deep Fashion3D: Dataset & Benchmark for Virtual …
WebApr 7, 2020 · Deep Fashion3D contains 2,078 3D garment models reconstructed from real-world garments in 10 different clothing categories. The researchers used image-based geometry reconstruction software...
WebDeep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single Images { Supplemental Materials. Heming Zhu1;2y, Yu Cao1;3y, Hang Jin1y, Weikai …
GitHub - switchablenorms/DeepFashion2: DeepFashion2 Dataset …
WebAug 1, 2019 · DeepFashion2 is a comprehensive fashion dataset. It contains 491K diverse images of 13 popular clothing categories from both commercial shopping stores and …
DeepFashion2: A Versatile Benchmark for Detection, Pose …
WebIt is a versatile benchmark of four tasks including clothes detection, pose estimation, segmen-tation, and retrieval. It has 801K clothing items where each item has rich …
Deep Fashion3D: A Dataset and Benchmark for 3D Garment …
WebDeep Fashion3D contains 2078 models reconstructed from real garments, which covers 10 different categories and 563 garment instances. It provides rich annotations including 3D …
DeepFashion2: A Versatile Benchmark for Detection, Pose …
WebIt is a versatile benchmark of four tasks including clothes detection, pose estimation, segmentation, and retrieval. It has 801K clothing items where each item has rich …
yumingj/DeepFashion-MultiModal - GitHub
WebDeepFashion is a clothes database, which has several appealing properties: (1) DeepFashion contains over 800,000 diverse fashion images ranging from well-posed …
[1901.07973] DeepFashion2: A Versatile Benchmark for …
WebMar 1, 2024 · DeepFashion2 contains 491K images of 13 popular clothing categories. A full spectrum of tasks are defined on them including clothes detection and recognition, …
3D-Aware Semantic-Guided Generative Model for Human …
WebOct 31, 2022 · Our experiments on the DeepFashion dataset show that 3D-SGAN significantly outperforms the most recent baselines. The code is available at …
[1901.07973] DeepFashion2: A Versatile Benchmark for …
WebJan 23, 2019 · DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Re-Identification of Clothing Images. Yuying Ge, Ruimao Zhang, …
GitHub - hongfz16/EVA3D: [ICLR 2023 Spotlight] EVA3D: …
WebEVA3D is a high-quality unconditional 3D human generative model that only requires 2D image collections for training. 📖 For more visual results, go checkout our project page. 🍻 …
WebResults on rendered scans of people and images from the DeepFashion dataset demonstrate that our method can reconstruct plausible 3D avatars from a single image. …
WebOur experiments on the DeepFashion dataset show that 3D-SGAN significantly out-performs the most recent baselines. 1. Introduction. Recent deep generative models can …
DeepFashion Dataset | Papers With Code
WebDeepFashion. DeepFashion is a dataset containing around 800K diverse fashion images with their rich annotations (46 categories, 1,000 descriptive attributes, bounding boxes …
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