datasets

Datasets is a JSON-LD @context that you can use to publish a visual dataset of images to be used as input to computer vision classification and localization training pipelines.

Here is a concrete example:

{
  "@context": "https://code.sgo.to/datasets",
  "@type": "Dataset",
  "name": "Dog breeds",
  "description": "Different breeds of dogs",
  "classes": [{
    "@type": "Class",
    "name": "Chihuahua",
    "images": [
      "http://code.sgo.to/dogs/images/n02085620-Chihuahua/n02085620_10074.jpg",
      "http://code.sgo.to/dogs/images/n02085620-Chihuahua/n02085620_10621.jpg"
    ]
  }, {
    "@type": "Class",
    "name": "Maltese",
    "images": [
      "http://code.sgo.to/dogs/images/n02085936-Maltese_dog/n02085936_10073.jpg",
      "http://code.sgo.to/dogs/images/n02085936-Maltese_dog/n02085936_10148.jpg"
    ]
  }]
}

Here is the schema:

Dataset

Property	Type	Description
name	String	The name of the dataset
description	String	A short description about the dataset
url	URL	Where this dataset is to be found
download	URL	A link to an archive version of this dataset.
citation	Bib[]	The citation requirements while using this dataset
release	String	The release number
createdDate	Date	The date the dataset was created
publishedDate	Date	The date the dataset was published
modifiedDate	Date	The date the dataset was last modified
classes	Class[] or URL[]	An array of classes in this dataset

Class

Property	Type	Description
name	String	The name of the class
description	String	A short description about the class
images	Image[]	An array of images in this class

Image

Property	Type	Description
name	String	The name of the class
url	URL	The url with the bits of the image
size	Size	The size of the image
boxes	Box[]	An array of bounding boxes where the class appears in the image

Size

Property	Type	Description
width	Number	The width (in pixels) of the image
height	Number	The height (in pixels) of the image

Box

Property	Type	Description
left	Number	The leftmost limit of the bounding box (in pixels)
right	Number	The rightmost limit of the bounding box (in pixels)
top	Number	The top limit of the bounding box (in pixels)
bottom	Number	The bottom limit of the bounding box (in pixels)

Bib

A bib description.

String

A text string.

Date

A date value in ISO 8601 date format.

Number

A numeric value.

URL

A URL.

samuelgoto/datasets