@azure/cognitiveservices-customvision-training
    TypeScript icon, indicating that this package has built-in type declarations

    5.2.0 • Public • Published

    An isomorphic javascript sdk for - TrainingAPIClient

    This package contains an isomorphic SDK for TrainingAPIClient.

    Currently supported environments

    • Node.js version 6.x.x or higher
    • Browser JavaScript

    How to Install

    npm install @azure/cognitiveservices-customvision-training

    How to use

    nodejs - Authentication, client creation and getDomains as an example written in TypeScript.

    Sample code

    The following sample performs a quick test of the given image based on your custom vision training. To know more, refer to the Azure Documentation on Custom Vision Services.

    const { TrainingAPIClient } = require("@azure/cognitiveservices-customvision-training");
    const { ApiKeyCredentials } = require("@azure/ms-rest-js");
     
    async function main() {
      const customVisionTrainingKey =
        process.env["customVisionTrainingKey"] || "<customVisionTrainingKey>";
      const customVisionTrainingEndPoint =
        process.env["customVisionTrainingEndPoint"] ||
        "<customVisionTrainingEndPoint>";
      const projectId = process.env["projectId"] || "<projectId>";
      const iterationId = process.env["iterationId"] || "<iterationId>";
     
      const credentials = new ApiKeyCredentials({ inHeader: { "Training-key": customVisionTrainingKey } });
      const client = new TrainingAPIClient(credentials, customVisionTrainingEndPoint);
     
      const imageURL =
        "https://www.atlantatrails.com/wp-content/uploads/2019/02/north-georgia-waterfalls-1024x683.jpg";
     
      const options = {
        iterationId: iterationId
      };
     
      client
        .quickTestImageUrl(
          projectId,
          {
            url: imageURL
          },
          options
        )
        .then(result => {
          console.log("The result is: ");
          console.log(result);
        })
        .catch(err => {
          console.log("An error occurred:");
          console.error(err);
        });
    }
     
    main();

    browser - Authentication, client creation and getDomains as an example written in JavaScript.

    Sample code
    • index.html
    <!DOCTYPE html>
    <html lang="en">
      <head>
        <title>@azure/cognitiveservices-customvision-training sample</title>
        <script src="node_modules/@azure/ms-rest-js/dist/msRest.browser.js"></script> 
        <script src="node_modules/@azure/cognitiveservices-customvision-training/dist/cognitiveservices-customvision-training.js"></script> 
        <script type="text/javascript">
          const customVisionTrainingKey = "<YOUR_CUSTOM_VISION_TRAINING_KEY>";
          const customVisionTrainingEndPoint =
            "<YOUR_CUSTOM_VISION_TRAINING_ENDPOINT>";
          const projectId = "<YOUR_PROJECT_ID>";
          const iterationId = "<YOUR_ITERATION_ID>";
          const cognitiveServiceCredentials = new msRest.ApiKeyCredentials({
            inHeader: {
              "Ocp-Apim-Subscription-Key": customVisionTrainingKey
            }
          });
     
          const imageURL =
            "https://www.atlantatrails.com/wp-content/uploads/2019/02/north-georgia-waterfalls-1024x683.jpg";
     
          const client = new Azure.CognitiveservicesCustomvisionTraining.TrainingAPIClient(
            cognitiveServiceCredentials,
            customVisionTrainingEndPoint
          );
     
          const options = {
            iterationId: iterationId
          };
     
          client
            .quickTestImageUrl(
              projectId,
              {
                url: imageURL
              },
              options
            )
            .then(result => {
              console.log("The result is: ");
              console.log(result);
            })
            .catch(err => {
              console.log("An error occurred:");
              console.error(err);
            });
        </script> 
      </head>
      <body></body>
    </html>
     

    Related projects

    Impressions

    Install

    npm i @azure/cognitiveservices-customvision-training

    DownloadsWeekly Downloads

    112

    Version

    5.2.0

    License

    MIT

    Unpacked Size

    1.34 MB

    Total Files

    34

    Last publish

    Collaborators

    • azure-sdk
    • veronicagg
    • sergeyshandar
    • vladbarosan
    • billytrend
    • amarzavery