Anomaly

Information about an anomaly type found on an image by an image segmentation model. For more information, see DetectAnomalies.

Computer VisionMachine LearningManufacturingQuality InspectionAnomaly Detection

Properties

Name Type Description
Name object
PixelAnomaly object
View JSON Schema on GitHub

JSON Schema

amazon-lookout-for-vision-anomaly-schema.json Raw ↑
{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "https://raw.githubusercontent.com/api-evangelist/amazon-lookout-for-vision/refs/heads/main/json-schema/amazon-lookout-for-vision-anomaly-schema.json",
  "title": "Anomaly",
  "description": "Information about an anomaly type found on an image by an image segmentation model. For more information, see <a>DetectAnomalies</a>.",
  "type": "object",
  "properties": {
    "Name": {
      "allOf": [
        {
          "$ref": "#/components/schemas/AnomalyName"
        },
        {
          "description": "The name of an anomaly type found in an image. <code>Name</code> maps to an anomaly type in the training dataset, apart from the anomaly type <code>background</code>. The service automatically inserts the <code>background</code> anomaly type into the response from <code>DetectAnomalies</code>. "
        }
      ]
    },
    "PixelAnomaly": {
      "allOf": [
        {
          "$ref": "#/components/schemas/PixelAnomaly"
        },
        {
          "description": "Information about the pixel mask that covers an anomaly type."
        }
      ]
    }
  }
}