@azure/cognitiveservices-customvision-training
v5.2.0
Published
TrainingAPIClient Library with typescript type definitions for node.js and browser.
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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-trainingHow 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>
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