Datasetpublic

tilak1114/deepfashion

DeepFashion Multimodal Dataset This dataset contains annotations for shape, fabric, and texture attributes of clothing images. Metadata id_to_category: { "0": "Sleeve Length", "1": "Lower Clothing Length", "2": "Socks", "3": "Hat", "4": "Glasses", "5": "Neckwear", "6": "Wrist Wearing", "7": "Ring", "8": "Waist Accessories", "9": "Neckline", "10": "Outer Clothing a Cardigan?", "11": "Upper Clothing Covering Navel?" } category_options: {… See the full description on the dataset page: https://huggingface.co/datasets/tilak1114/deepfashion.

sourceHugging Faceupdated 2y agoView on Hugging Face

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Dataset Card

DeepFashion Multimodal Dataset

This dataset contains annotations for shape, fabric, and texture attributes of clothing images.

Metadata

—id_to_category:

json

{
  "0": "Sleeve Length",
  "1": "Lower Clothing Length",
  "2": "Socks",
  "3": "Hat",
  "4": "Glasses",
  "5": "Neckwear",
  "6": "Wrist Wearing",
  "7": "Ring",
  "8": "Waist Accessories",
  "9": "Neckline",
  "10": "Outer Clothing a Cardigan?",
  "11": "Upper Clothing Covering Navel?"
}

—category_options:

json

{
  "Sleeve Length": {
    "0": "sleeveless",
    "1": "short-sleeve",
    "2": "medium-sleeve",
    "3": "long-sleeve",
    "4": "not long-sleeve",
    "5": "NA"
  },
  "Lower Clothing Length": {
    "0": "three-point",
    "1": "medium short",
    "2": "three-quarter",
    "3": "long",
    "4": "NA"
  },
  "Socks": {
    "0": "no",
    "1": "socks",
    "2": "leggings",
    "3": "NA"
  },
  "Hat": {
    "0": "no",
    "1": "yes",
    "2": "NA"
  },
  "Glasses": {
    "0": "no",
    "1": "eyeglasses",
    "2": "sunglasses",
    "3": "have a glasses in hand/clothes",
    "4": "NA"
  },
  "Neckwear": {
    "0": "no",
    "1": "yes",
    "2": "NA"
  },
  "Wrist Wearing": {
    "0": "no",
    "1": "yes",
    "2": "NA"
  },
  "Ring": {
    "0": "no",
    "1": "yes",
    "2": "NA"
  },
  "Waist Accessories": {
    "0": "no",
    "1": "belt",
    "2": "have a clothing",
    "3": "hidden",
    "4": "NA"
  },
  "Neckline": {
    "0": "V-shape",
    "1": "square",
    "2": "round",
    "3": "standing",
    "4": "lapel",
    "5": "suspenders",
    "6": "NA"
  },
  "Outer Clothing a Cardigan?": {
    "0": "yes",
    "1": "no",
    "2": "NA"
  },
  "Upper Clothing Covering Navel?": {
    "0": "no",
    "1": "yes",
    "2": "NA"
  }
}

—fabric_mapping:

json

{
  "0": "denim",
  "1": "cotton",
  "2": "leather",
  "3": "furry",
  "4": "knitted",
  "5": "chiffon",
  "6": "other",
  "7": "NA"
}

—pattern_mapping:

json

{
  "0": "floral",
  "1": "graphic",
  "2": "striped",
  "3": "pure color",
  "4": "lattice",
  "5": "other",
  "6": "color block",
  "7": "NA"
}