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tensorflow-microservice

  1. Launch the pod using the Dockerfile
  2. Service route will be created in k8
  3. Generate pixel array using draw_digit.html
  4. Launch the service as follows for example:

http://ms-handwritten-digit-prediction-git-afzal-spark.apps.ocp4.sjc02.lab.cisco.com/predict?pixelarray=0,0,0,0,0,0,0.03137254901960784,0.5764705882352941,1,1,1,1,1,1,0.17254901960784313,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.011764705882352941,1,1,1,1,1,1,1,1,1,1,1,1,1,1,0.984313725490196,0.07450980392156863,0,0,0,0,0,0,0,0,0,0,1,1,1,0.6196078431372549,0,0,0,0,0,0,0,0,0,0,0,0.8980392156862745,1,1,1,1,0,0,0,0,0,0,0,0,0.48627450980392156,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0.8470588235294118,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0784313725490196,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.07058823529411765,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.7098039215686275,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.7568627450980392,1,0.7843137254901961,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0.3176470588235294,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.4470588235294118,1,1,1,0,0,0,0,0,0,0,0,0,0.8980392156862745,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,0.03137254901960784,0,0,0,0,0,0,0,0,0,0,0,0,0,0.06274509803921569,0.07058823529411765,0.07058823529411765,0.803921568627451,1,1,0.8941176470588236,0.07058823529411765,0.06666666666666667,0,0,0,0.0392156862745098,1,1,1,0.5098039215686274,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.9254901960784314,1,0.6901960784313725,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.5254901960784314,1,0.07450980392156863,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0.9254901960784314,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.3803921568627451,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0.24705882352941178,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.34509803921568627,1,0,0,0,0,0,0.9803921568627451,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,1,0.3686274509803922,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0.9882352941176471,1,1,1,1,0.6784313725490196,0.08235294117647059,0,0,0,0,0,0.4235294117647059,1,1,1,1,1,1,1,0.3333333333333333,0,0,0,0,0,0,0,0,0,0.10588235294117647,0.8117647058823529,1,1,1,1,1,1,1,1,1,1,1,1,0.21568627450980393,0.12941176470588237,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0

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