image-classifier.yaml

apiVersion: machinelearning.seldon.io/v1alpha2
kind: SeldonDeployment
metadata:
  name: image
spec:
  annotations:
  name: image
  predictors:
  - componentSpecs:
    - spec:
        containers:
        - image: docker.io/seldonio/imagenet-transformer:0.3
          name: transformer
    graph:
      name: transformer
      type: TRANSFORMER
      endpoint:
        type: GRPC
      children: 
      - implementation: TENSORFLOW_SERVER
        modelUri: gs://seldon-models/tfserving/imagenet/model
        name: classifier
        endpoint:
          type: GRPC
        parameters:
          - name: model_name
            type: STRING
            value: classifier
          - name: model_input
            type: STRING
            value: input_image
          - name: model_output
            type: STRING
            value: predictions/Softmax:0
    engineResources:
      requests:
        memory: 1Gi
    svcOrchSpec:
      env:
      - name: SELDON_LOG_LEVEL
        value: DEBUG
    explainer:
      type: AnchorImages
      modelUri: gs://seldon-models/tfserving/imagenet/explainer
      endpoint:
        type: GRPC
    name: default
    replicas: 1