We contribute DeepFashion database, a large-scale clothes database, which has several appealing properties: First, DeepFashion contains over 800,000 diverse fashion images ranging from well-posed shop images to unconstrained consumer photos. Each example is a 28x28 grayscale image, associated with a … The paper Deep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single Images is on arXiv. The models will be saved to DATASET_BASE/models. Fashion-MNIST is a dataset of Zalando's article images—consisting of a training set of 60,000 examples and a test set of 10,000 examples. The paper Deep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single Images is on arXiv. Second, DeepFashion is annotated with rich information of clothing items. Create Dataset # For images in fashion_data, apply selective search algo to … My model: Download from Google Drive Deep Feature: ResNet50 - (Linear 1024 to 512) - (Linear 512 to 20), the 512-dim vector is regarded as images' identical features.

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