{
  "$schema": "http://json-schema.org/draft-07/schema#",
  "$id": "https://aws.amazon.com/rekognition/schemas/detectlabelsresponse",
  "title": "DetectLabelsResponse",
  "description": "Response object from the Amazon Rekognition DetectLabels operation containing detected labels with confidence scores and bounding box information.",
  "type": "object",
  "properties": {
    "Labels": {
      "type": "array",
      "description": "An array of labels for the real-world objects detected in the image.",
      "items": {
        "type": "object",
        "properties": {
          "Name": {
            "type": "string",
            "description": "The name of the detected label."
          },
          "Confidence": {
            "type": "number",
            "minimum": 0,
            "maximum": 100,
            "description": "Level of confidence in the label detection."
          },
          "Instances": {
            "type": "array",
            "description": "A list of instances of the label detected in the image, each with a bounding box.",
            "items": {
              "type": "object",
              "properties": {
                "BoundingBox": {
                  "type": "object",
                  "description": "The position of the detected instance in the image.",
                  "properties": {
                    "Width": {
                      "type": "number",
                      "description": "Width of the bounding box as a ratio of the overall image width."
                    },
                    "Height": {
                      "type": "number",
                      "description": "Height of the bounding box as a ratio of the overall image height."
                    },
                    "Left": {
                      "type": "number",
                      "description": "Left coordinate of the bounding box as a ratio of overall image width."
                    },
                    "Top": {
                      "type": "number",
                      "description": "Top coordinate of the bounding box as a ratio of overall image height."
                    }
                  },
                  "required": ["Width", "Height", "Left", "Top"]
                },
                "Confidence": {
                  "type": "number",
                  "minimum": 0,
                  "maximum": 100,
                  "description": "The confidence that Amazon Rekognition has in the accuracy of the bounding box."
                }
              }
            }
          },
          "Parents": {
            "type": "array",
            "description": "The parent labels for a label.",
            "items": {
              "type": "object",
              "properties": {
                "Name": {
                  "type": "string",
                  "description": "The name of the parent label."
                }
              }
            }
          },
          "Aliases": {
            "type": "array",
            "description": "A list of potential aliases for a given label.",
            "items": {
              "type": "object",
              "properties": {
                "Name": {
                  "type": "string",
                  "description": "The name of an alias."
                }
              }
            }
          },
          "Categories": {
            "type": "array",
            "description": "A list of the categories associated with a given label.",
            "items": {
              "type": "object",
              "properties": {
                "Name": {
                  "type": "string",
                  "description": "The name of a category that applies to a given label."
                }
              }
            }
          }
        },
        "required": ["Name", "Confidence"]
      }
    },
    "LabelModelVersion": {
      "type": "string",
      "description": "Version number of the label detection model that was used to detect labels."
    },
    "ImageProperties": {
      "type": "object",
      "description": "Information about the properties of the input image.",
      "properties": {
        "Quality": {
          "type": "object",
          "properties": {
            "Brightness": {
              "type": "number",
              "description": "The brightness of the image."
            },
            "Sharpness": {
              "type": "number",
              "description": "The sharpness of the image."
            },
            "Contrast": {
              "type": "number",
              "description": "The contrast of the image."
            }
          }
        },
        "DominantColors": {
          "type": "array",
          "items": {
            "type": "object",
            "properties": {
              "Red": {
                "type": "integer"
              },
              "Green": {
                "type": "integer"
              },
              "Blue": {
                "type": "integer"
              },
              "HexCode": {
                "type": "string"
              },
              "SimplifiedColor": {
                "type": "string"
              },
              "CSSColor": {
                "type": "string"
              },
              "PixelPercent": {
                "type": "number"
              }
            }
          }
        }
      }
    }
  },
  "required": ["Labels"]
}