/ResNetClassification.js Secret
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November 9, 2021 22:53
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Running image classification in NodeJS with a NatML Hub predictor.
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// Fetch the model data from Hub | |
const modelData = await MLModelData.fromHub("@natsuite/resnet152", accessKey); | |
// Deserialize the model // The model is actually being created server-side | |
const model = modelData.deserialize(); | |
// Create the ResNet classification Hub predictor | |
const predictor = new ResNetHubPredictor(model); | |
// Predict | |
const image = new MLImageFeature(...); | |
const [label, score] = await predictor.predict(image); |
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