这是一个具有全面标注的大型服饰数据集。基于此数据集开发的四个 benchmark 分别是 Attribute Prediction、Consumer-to-shop Clothes Retrieval、In-shop Clothes Retrieval and Landmark Detection。这些基准的数据和标注可用作计算机视觉任务的训练集和测试集,比如服饰检测、服饰识别、图像检索等。
该数据集包括:
- 80 万张服饰图片,来自精美的卖家秀和真实的买家秀
- 50 个类别,1,000 个描述属性、bounding box、clothing landmark
- 超过 30 万个跨姿势/跨域图像对
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- DeepFashion/README.md 1.33 KB
- DeepFashion/README.txt 1.33 KB
- DeepFashion/data/Attribute Prediction/Eval/list_eval_partition.txt 21.12 MB
- DeepFashion/data/Attribute Prediction/Img/img.zip 2.5 GB
- DeepFashion/data/Attribute Prediction/Img/img_highres.zip 28.14 GB
- DeepFashion/data/Attribute Prediction/README.txt 7.4 KB
- DeepFashion/data/Consumer-to-shop Clothes Retrieval/Eval/list_eval_partition.txt 23.22 MB
- DeepFashion/data/Consumer-to-shop Clothes Retrieval/Img/img.zip 2.51 GB
- DeepFashion/data/Consumer-to-shop Clothes Retrieval/Img/img_highres.zip 8.16 GB
- DeepFashion/data/Consumer-to-shop Clothes Retrieval/README.txt 7.42 KB
- DeepFashion/data/In-shop Clothes Retrieval and Landmark Detection/Eval/list_eval_partition.txt 4.78 MB
- DeepFashion/data/In-shop Clothes Retrieval and Landmark Detection/Img/img.zip 792.07 MB
- DeepFashion/data/In-shop Clothes Retrieval and Landmark Detection/Img/img_highres.zip 7.7 GB
- DeepFashion/data/In-shop Clothes Retrieval and Landmark Detection/README.txt 8.91 KB