// create a tensor from an image - tensorflow.js 0.15.1
// https://js.tensorflow.org/api/0.15.1/#fromPixels
const imageTensor = tf.fromPixels(imageElement)

// insert a dimension into the tensor's shape
const preprocessedInput = imageTensor.expandDims()