/JS-ML-with-Maps

ArcGIS API for JavaScript + Tensorflow.js Sample

Primary LanguageJavaScript

Machine Learning Mapping sample

This is a quick demo/showcase of the workflow of getting Tensorflow.js working with an image service in the ArcGIS API for JavaScript.

The Tech

  1. Models trained using https://teachablemachine.withgoogle.com/train.
  2. Machine Learning Library is TensorFlow.js
  3. Mapping API used is the ArcGIS API for JavaScript

Getting Started

If you don't know what image service to use... You'd need a developer subscription to use the following image service - https://tiledbasemaps.arcgis.com/arcgis/rest/services/World_Imagery/MapServer.

This sample is built to be using the code exported from Google's Teachable Machine. Simply place the files in the .models/ folder.