js-ml-with-maps's Introduction

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

Models trained using https://teachablemachine.withgoogle.com/train.
Machine Learning Library is TensorFlow.js
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.

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