Deploy Tensorflow.Js Object Detection Apps in 20 Minutes | Computer Vision React.Js
localhost:3000?
Meh.
You want your app deployed right?
Right!
In this video we’re going to do exactly that. You’ll learn how to deploy computer vision apps to production so that they can be released to the world in just 20 minutes. By the end you’ll be able to take a Tensorflow.Js and React.Js app and have it completely deployed to IBM Cloud.
In this video you’ll learn how to:
1. Prepare a Computer Vision Tensorflow.JS / React.JS App for deployment
2. Deploying the app as a standalone website for public use
3. Setup environment variables on IBM Cloud Foundry
4. Develop deployment assets like the manifest.yml
5. Make real time detections with your app
Starter App: https://github.com/nicknochnack/RealTimeSignLanguageDetectionwithTFJS
Completed App: https://github.com/nicknochnack/DeployableComputerVisionApp
Other Links Mentioned
IBM Cloud: http://cloud.ibm.com/
IBM Cloud CLI Installation: https://cloud.ibm.com/docs/cli?topic=cli-install-ibmcloud-cli
Cloud Foundry: https://github.com/cloudfoundry/cli/wiki/V6-CLI-Installation-Guide
Oh, and don’t forget to connect with me!
LinkedIn: https://www.linkedin.com/in/nicholasr…
Facebook: https://www.facebook.com/nickrenotte/
GitHub: https://github.com/nicknochnack
Happy coding!
Nick
P.s. Let me know how you go and drop a comment if you need a hand!
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