https://github.com/shubham0204/tensorflow_model_deployment_heroku_android
Deploying TF models on Heroku and then using them on an Android device
https://github.com/shubham0204/tensorflow_model_deployment_heroku_android
android heroku machine-learning tensorflow
Last synced: 7 months ago
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Deploying TF models on Heroku and then using them on an Android device
- Host: GitHub
- URL: https://github.com/shubham0204/tensorflow_model_deployment_heroku_android
- Owner: shubham0204
- License: mit
- Created: 2022-02-22T13:07:19.000Z (over 3 years ago)
- Default Branch: master
- Last Pushed: 2022-04-14T12:32:22.000Z (over 3 years ago)
- Last Synced: 2025-01-23T13:43:54.344Z (9 months ago)
- Topics: android, heroku, machine-learning, tensorflow
- Language: Kotlin
- Homepage: https://heartbeat.comet.ml/deploying-tf-models-on-heroku-for-android-apps-8068f8363978
- Size: 4.76 MB
- Stars: 0
- Watchers: 2
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# 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](https://www.heroku.com/platform). We're using the age detection model from [Age-Gender_Estimation_TF-Android](https://github.com/shubham0204/Age-Gender_Estimation_TF-Android) repo and then deploying it on Heroku with the help of [Flask](https://flask.palletsprojects.com/en/2.0.x/).
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)
```
Heroku Model Deployment Android Demo from Shubham Panchal on Vimeo.