From 5d0ea163988ed0321573fb8374955d384d050143 Mon Sep 17 00:00:00 2001 From: gitea_admin Date: Wed, 11 Mar 2026 14:24:56 +0000 Subject: [PATCH] Add kamelet definition: djl-image-to-text-action --- kamelet.yaml | 58 ++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 58 insertions(+) create mode 100644 kamelet.yaml diff --git a/kamelet.yaml b/kamelet.yaml new file mode 100644 index 0000000..e0c0c95 --- /dev/null +++ b/kamelet.yaml @@ -0,0 +1,58 @@ +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: "4.10.2" + camel.apache.org/kamelet.icon: 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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" + - "mvn:net.sf.extjwnl:extjwnl:2.0.5" + - "mvn:net.sf.extjwnl:extjwnl-data-wn31:1.2" + - "camel:core" + - "camel:kamelet" + - "camel:jackson" + - "camel:djl" + template: + beans: + - name: imageNetUtil + type: "#class:org.apache.camel.component.kamelet.utils.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" + # The output from the image classification model is classified + # as one of 1000 labels from WordNet. + # Since it's too fine-grained, we want to find the higher-level + # group (= hypernym) for the classification using the WordNet + # dictionary. + - bean: + ref: "{{imageNetUtil}}" + method: extractClassName + - bean: + ref: "{{imageNetUtil}}" + method: addHypernym + - marshal: + json: {}