dataset_info.json generated from the current implmentation of Quickdraw Sketch RNN Dataset implementation

quickdraw_sketch_rnn.json

{
  "citation": "@misc{1704.03477,\nAuthor = {David Ha and Douglas Eck},\nTitle = {A Neural Representation of Sketch Drawings},\nYear = {2017},\nEprint = {arXiv:1704.03477},\n}\n",
  "description": "In this dataset, 75K samples (70K Training, 2.5K Validation, 2.5K Test) has been randomly selected from each category, processed with RDP line simplification with an epsilon parameter of 2.0. Each category will be stored in its own .npz file, for example, cat.npz.",
  "location": {
    "urls": [
      "https://github.com/googlecreativelab/quickdraw-dataset"
    ]
  },
  "name": "quickdraw_sketch_rnn",
  "schema": {
    "feature": [
      {
        "name": "label",
        "type": "INT"
      },
      {
        "name": "sketch",
        "shape": {
          "dim": [
            {
              "size": "-1"
            },
            {
              "size": "5"
            }
          ]
        },
        "type": "INT"
      }
    ]
  },
  "sizeInBytes": "3928904911",
  "splits": [
    {
      "name": "test",
      "numShards": "5",
      "statistics": {
        "features": [
          {
            "name": "label",
            "numStats": {
              "commonStats": {
                "numNonMissing": "862500"
              },
              "max": 344.0
            }
          },
          {
            "name": "sketch",
            "numStats": {
              "commonStats": {
                "numNonMissing": "862500"
              },
              "max": 2559.0,
              "min": -3094.0
            }
          }
        ],
        "numExamples": "862500"
      }
    },
    {
      "name": "train",
      "numShards": "30",
      "statistics": {
        "features": [
          {
            "name": "label",
            "numStats": {
              "commonStats": {
                "numNonMissing": "24150000"
              },
              "max": 344.0
            }
          },
          {
            "name": "sketch",
            "numStats": {
              "commonStats": {
                "numNonMissing": "24150000"
              },
              "max": 32717.0,
              "min": -32568.0
            }
          }
        ],
        "numExamples": "24150000"
      }
    },
    {
      "name": "validation",
      "numShards": "5",
      "statistics": {
        "features": [
          {
            "name": "label",
            "numStats": {
              "commonStats": {
                "numNonMissing": "862500"
              },
              "max": 344.0
            }
          },
          {
            "name": "sketch",
            "numStats": {
              "commonStats": {
                "numNonMissing": "862500"
              },
              "max": 2484.0,
              "min": -2952.0
            }
          }
        ],
        "numExamples": "862500"
      }
    }
  ],
  "supervisedKeys": {
    "input": "sketch",
    "output": "label"
  },
  "version": "1.0.0"
}