README.md

metadata

license: other
license_name: server-side-public-license
license_link: https://www.mongodb.com/licensing/server-side-public-license
task_categories:
  - object-detection
  - image-segmentation
tags:
  - fashion
  - e-commerce
  - apparel

FashionFail Dataset

Annotation format

We follow the annotation format of the COCO dataset. The annotations are stored in the JSON format and are organized as follows:

{
 "info"           : info,         # dict: keys are shown below
 "licenses"       : [license],    # List[dict]: keys are shown below
 "categories"     : [category],   # List[dict]: keys are shown below
 "images"         : [image],      # List[dict]: keys are shown below
 "annotations"    : [annotation], # List[dict]: keys are shown below
}

info{
  "year"          : int,
  "version"       : str,
  "description"   : str,
  "contributor"   : str,
  "url"           : str,
  "date_created"  : datetime,
}

license{
  "id"            : int,
  "name"          : str,
  "url"           : str,
}

category{
  "id"            : int,
  "name"          : str,
  "supercategory" : str,
}

image{
  "id"            : int,
  "file_name"     : str,
  "height"        : int,
  "width"         : int,
  "license"       : int,
  "original_url"  : str,
}

annotation{
  "id"            : int,
  "image_id"      : int,
  "category_id"   : int,
  "area"          : int,
  "iscrowd"       : int,         # always 0 as instances represent a single object
  "bbox"          : list[float], # [x,y,width,height]
  "segmentation"  : str,         # compressed RLE: {"size", (height, widht), "counts": str}
}