https://github.com/benman1/tensorflow_flask
tensorflow model deployment in flask REST API
https://github.com/benman1/tensorflow_flask
deployment example flask tensorflow
Last synced: 9 months ago
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tensorflow model deployment in flask REST API
- Host: GitHub
- URL: https://github.com/benman1/tensorflow_flask
- Owner: benman1
- Created: 2016-08-23T14:56:17.000Z (over 9 years ago)
- Default Branch: master
- Last Pushed: 2016-08-23T15:17:35.000Z (over 9 years ago)
- Last Synced: 2025-03-27T23:11:18.620Z (10 months ago)
- Topics: deployment, example, flask, tensorflow
- Language: Python
- Homepage:
- Size: 6.84 KB
- Stars: 26
- Watchers: 3
- Forks: 5
- Open Issues: 0
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Metadata Files:
- Readme: Readme.md
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README
# Deploy tensorflow models in flask
Developed and tested in python 3.
Start using `python3 api.py`
[test link](http://localhost:5000/model?x_in=10.0&y_star=29.1)
The tensorflow portion of the code is based on an idea in a blog post by [Nathan Brixius](https://nathanbrixius.wordpress.com/2016/05/23/a-simple-predictive-model-in-tensorflow/).