DeepFashionCatalog

tags: clothing, categorization, tagging

Note: This is an AI-generated dataset so its content may be inaccurate or false

Dataset Description:

The 'DeepFashionCatalog' dataset is a curated collection of high-resolution images from a fashion retailer, each paired with rich metadata that includes the item's category, sub-category, clothing type, material, and size. This dataset aims to support various machine learning tasks such as image classification, object detection, and semantic segmentation within the fashion domain. The dataset has been preprocessed to include bounding box annotations for clothing items in images and also has an additional label column that captures general attributes like 'casual', 'formal', or 'seasonal relevance' for each clothing item.

CSV Content Preview:

Image_ID,Image_URL,Category,Subcategory,Clothing_Type,Material,Size,Casual,Formal,Seasonal_Relevance,Labels
IMG_001,https://example.com/images/deepfashion/IMG_001.jpg,"Tops","Shirts","Women's Blouse","Cotton","Medium","Yes","No","Winter","Blouse_Women_Cotton_Medium_Winter"
IMG_002,https://example.com/images/deepfashion/IMG_002.jpg,"Bottoms","Jeans","Men's Denim Jeans","Denim","Large","No","Yes","Spring","Jeans_Men_Denim_Large_Spring"
IMG_003,https://example.com/images/deepfashion/IMG_003.jpg,"Shoes","Boots","Women's Leather Boots","Leather","Small","Yes","No","Winter","Boots_Women_Leather_Small_Winter"
IMG_004,https://example.com/images/deepfashion/IMG_004.jpg,"Accessories","Hats","Men's Fedora Hat","Wool","One Size","No","No","Fall","Hat_Men_Fedora_Wool_One_Size_Fall"
IMG_005,https://example.com/images/deepfashion/IMG_005.jpg,"Tops","Sweaters","Women's Cashmere Sweater","Cashmere","Medium","Yes","No","Fall","Sweater_Women_Cashmere_Medium_Fall"

Source of the data:

The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query 'deepfashion':

• Dataset Generation Page: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=deepfashion&dataset=DeepFashionCatalog&tags=clothing,+categorization,+tagging
• Model: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
• More Datasets: https://huggingface.co/datasets?other=infinite-dataset-hub