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Web based AR app to detect multiple objects through mobile camera using TensorFlow. On tap of the object, it shows the details about the object.

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shaondebnath/WebXR-with-TensorFlow

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Development and Evaluation of XR app using W3C, WebXR API and Object detection library

This app can detect mulitple objects from a single frame using tensorflow.

The XR app is implemented on the top of webxr-polyfill framework.

Apps are hosted on https://shaon-webxr.herokuapp.com

(this repo is exported from the common repo with other experiments https://github.com/shaondebnath/Web-base-Augmented-reality-with-Object-detection.git)

WARNING

The app is developed on unstable version of webxr-polyfill. for more information please go through webxr-polyfill Framework from https://github.com/mozilla/webxr-polyfill

Building and Running the examples

npm install   # downloads webpack and an http server
npm start     # builds the polyfill in dist/webxr-polyfill.js and start the http server in the current directory

Best result in Safari browser on iOS

Browse http://YOUR_HOST_NAME:8080/ and select "Multiple Object Detection in WebXR"

Video Demo: https://www.youtube.com/watch?v=r8OyJbNJEdk

For other Demo Videos checkout playlist: https://www.youtube.com/watch?v=5aqUpPg2XOE&list=PLxchafb_QYe7kxxKm8bc1vkpz3yBo5i6g

Supported Devices and browsers

iOS users

Install XR Browser from Apple Store(iOS 11.0 or later) https://itunes.apple.com/us/app/webxr-viewer/id1295998056?mt=8

Android Users:

Step1: Install Tango Core (https://github.com/google-ar/arcore-android-sdk/releases/download/sdk-preview/arcore-preview.apk) (also can be found in google play store)

Step2: Install Browser: WebARonARCore (https://github.com/google-ar/WebARonARCore/raw/webarcore_57.0.2987.5/apk/WebARonARCore.apk)

Supported device list

Supported devices list can be found at https://developers.google.com/ar/discover/supported-devices

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Web based AR app to detect multiple objects through mobile camera using TensorFlow. On tap of the object, it shows the details about the object.

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