{
  "apiVersion": "camel.apache.org/v1",
  "kind": "Kamelet",
  "metadata": {
    "name": "djl-image-to-text-action",
    "annotations": {
      "camel.apache.org/kamelet.support.level": "Preview",
      "camel.apache.org/catalog.version": "4.22.1",
      "camel.apache.org/kamelet.icon": "data:image/svg+xml;base64,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",
      "camel.apache.org/provider": "Apache Software Foundation",
      "camel.apache.org/kamelet.group": "Actions",
      "camel.apache.org/kamelet.namespace": "AI"
    },
    "labels": {
      "camel.apache.org/kamelet.type": "action"
    }
  },
  "spec": {
    "definition": {
      "title": "Image-to-Text Action",
      "description": "Detect and classify objects in an image into texts using the SSD and ResNet models and the ImageNet dataset.",
      "type": "object"
    },
    "types": {
      "out": {
        "mediaType": "application/json"
      }
    },
    "dependencies": [
      "mvn:ai.djl.pytorch:pytorch-engine:0.29.0",
      "mvn:ai.djl.pytorch:pytorch-model-zoo:0.29.0",
      "camel:core",
      "camel:kamelet",
      "camel:jackson",
      "camel:djl"
    ],
    "template": {
      "beans": [
        {
          "name": "imageNetUtil",
          "type": "#class:org.apache.camel.component.djl.ImageNetUtil"
        }
      ],
      "from": {
        "uri": "kamelet:source",
        "steps": [
          {
            "to": "djl:cv/object_detection?artifactId=ssd"
          },
          {
            "convertBodyTo": "ai.djl.modality.cv.Image[]"
          },
          {
            "split": {
              "expression": {
                "simple": "${body}"
              },
              "aggregationStrategy": "#class:org.apache.camel.processor.aggregate.GroupedBodyAggregationStrategy",
              "steps": [
                {
                  "to": "djl:cv/image_classification?artifactId=resnet"
                },
                {
                  "bean": {
                    "ref": "{{imageNetUtil}}",
                    "method": "extractClassName"
                  }
                },
                {
                  "bean": {
                    "ref": "{{imageNetUtil}}",
                    "method": "addHypernym"
                  }
                }
              ]
            }
          },
          {
            "marshal": {
              "json": {}
            }
          }
        ]
      }
    }
  },
  "propertiesSchema": {
    "$schema": "http://json-schema.org/draft-07/schema#",
    "type": "object",
    "title": "Image-to-Text Action",
    "description": "Detect and classify objects in an image into texts using the SSD and ResNet models and the ImageNet dataset."
  }
}