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Deploying TF models on Heroku and then using them on an Android device

Home Page: https://heartbeat.comet.ml/deploying-tf-models-on-heroku-for-android-apps-8068f8363978

License: MIT License

Kotlin 86.60% Procfile 0.22% Python 13.18%
machine-learning tensorflow android heroku

tensorflow_model_deployment_heroku_android's Introduction

Deploying TF models on Heroku for Android applications

The repository contains an Android as well as a Python project which can be used to deploy and use a TF model on Heroku. We're using the age detection model from Age-Gender_Estimation_TF-Android repo and then deploying it on Heroku with the help of Flask.

You may read the detailed blog here -> https://heartbeat.comet.ml/deploying-tf-models-on-heroku-for-android-apps-8068f8363978

Also, there's a demo video of the app,

[!](https://www.youtube.com/watch?v=YOUTUBE_VIDEO_ID_HERE)
<iframe src="https://player.vimeo.com/video/680687802?h=69c36be33b" width="640" height="1138" frameborder="0" allow="autoplay; fullscreen; picture-in-picture" allowfullscreen></iframe>

Heroku Model Deployment Android Demo from Shubham Panchal on Vimeo.

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