Package biopb.image

Class ObjectDetectionGrpc.ObjectDetectionStub

java.lang.Object
io.grpc.stub.AbstractStub<S>
io.grpc.stub.AbstractAsyncStub<ObjectDetectionGrpc.ObjectDetectionStub>
biopb.image.ObjectDetectionGrpc.ObjectDetectionStub
Enclosing class:
ObjectDetectionGrpc
public static final class ObjectDetectionGrpc.ObjectDetectionStub extends io.grpc.stub.AbstractAsyncStub<ObjectDetectionGrpc.ObjectDetectionStub>
A stub to allow clients to do asynchronous rpc calls to service ObjectDetection. 
 Implementing the `RunDetection` call is mandatory. The rest are optional.

  • Nested Class Summary

    Nested classes/interfaces inherited from class io.grpc.stub.AbstractStub

    io.grpc.stub.AbstractStub.StubFactory<T extends io.grpc.stub.AbstractStub<T>>

  • Method Summary

    Modifier and Type
    Method
    Description
    protected ObjectDetectionGrpc.ObjectDetectionStub
    build(io.grpc.Channel channel, io.grpc.CallOptions callOptions)
     
    void
    getOpNames(com.google.protobuf.Empty request, io.grpc.stub.StreamObserver<OpNames> responseObserver)
    Query supported model names and their kwargs schemas.
    void
    runDetection(DetectionRequest request, io.grpc.stub.StreamObserver<DetectionResponse> responseObserver)
    Unitary call for computing cell detection / segmentation.
    io.grpc.stub.StreamObserver<DetectionRequest>
    runDetectionOnGrid(io.grpc.stub.StreamObserver<DetectionResponse> responseObserver)
    Send the image dataset as a stream of (overlapping or non-overlapping) image patches, instead of one large chunk of binary data.
    io.grpc.stub.StreamObserver<DetectionRequest>
    runDetectionStream(io.grpc.stub.StreamObserver<DetectionResponse> responseObserver)
    The streaming version allows dynamic updating of the DetectionRequest and getting updated results.
    io.grpc.stub.StreamObserver<DetectionRequest>
    runModelAdaptation(io.grpc.stub.StreamObserver<com.google.protobuf.Any> responseObserver)
    Run model adaptation based on the submitted stream of DetectionRequest, which may or may not contain ROI annotations.

    Methods inherited from class io.grpc.stub.AbstractAsyncStub

    newStub, newStub

    Methods inherited from class io.grpc.stub.AbstractStub

    getCallOptions, getChannel, withCallCredentials, withChannel, withCompression, withDeadline, withDeadlineAfter, withExecutor, withInterceptors, withMaxInboundMessageSize, withMaxOutboundMessageSize, withOnReadyThreshold, withOption, withWaitForReady

    Methods inherited from class java.lang.Object

    clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

  • Method Details

    • build

      protected ObjectDetectionGrpc.ObjectDetectionStub build(io.grpc.Channel channel, io.grpc.CallOptions callOptions)
      Specified by:
      build in class io.grpc.stub.AbstractStub<ObjectDetectionGrpc.ObjectDetectionStub>

    • runDetection

      public void runDetection(DetectionRequest request, io.grpc.stub.StreamObserver<DetectionResponse> responseObserver)
       Unitary call for computing cell detection / segmentation.

    • runDetectionStream

      public io.grpc.stub.StreamObserver<DetectionRequest> runDetectionStream(io.grpc.stub.StreamObserver<DetectionResponse> responseObserver)
       The streaming version allows dynamic updating of the DetectionRequest and
 getting updated results. For example, a client may request analyses at
 several different settings on the same image. After initial request, the
 following streaming requests no longer need to transmit the image pixel
 data anymore, but only the new parameter settings, which saves network
 bandwidth.

    • runDetectionOnGrid

      public io.grpc.stub.StreamObserver<DetectionRequest> runDetectionOnGrid(io.grpc.stub.StreamObserver<DetectionResponse> responseObserver)
       Send the image dataset as a stream of (overlapping or non-overlapping) image
 patches, instead of one large chunk of binary data. There are two use
 cases for this call: (1) The image dataset is too large therefore sending
 all data in one message would exceed GRPC message size limit; (2) The
 original data were taken as a grid scan so it is convenient to read/write
 as patches.

    • runModelAdaptation

      public io.grpc.stub.StreamObserver<DetectionRequest> runModelAdaptation(io.grpc.stub.StreamObserver<com.google.protobuf.Any> responseObserver)
       Run model adaptation based on the submitted stream of DetectionRequest,
 which may or may not contain ROI annotations. This call returns an opaque
 data structure representing the model configuration after model
 adaptation, which in turn should be included in future inference request
 as a DetectionSettings field.

    • getOpNames

      public void getOpNames(com.google.protobuf.Empty request, io.grpc.stub.StreamObserver<OpNames> responseObserver)
       Query supported model names and their kwargs schemas.