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flask_pytorch

★ 47 Open GitHub ↗

using flask to run pytorch model

// repository documentation

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# flask_pytorch
using flask to run pytorch model

# start server
```sh
python3 app.py
```
you will see a result like this

![flask](https://raw.githubusercontent.com/WenmuZhou/flask_pytorch/master/static/img/flask.jpg)
# Submitting requests to pytorch server
```sh
python3 request_sample.py -f='file_path'
```
send a image like this

![send_image](https://raw.githubusercontent.com/WenmuZhou/flask_pytorch/master/static/img/1.jpg)

you will see a result like this (I use the mnist image as example).

![image](https://raw.githubusercontent.com/WenmuZhou/flask_pytorch/master/static/img/result.jpg)

the demo model can de download in [baiduyun](https://pan.baidu.com/s/1fVFQ7I4RmRIgRI2UMRU6GQ)

# demo online

After starting the server, use http://127.0.0.1:5000/demo for online testing

![online testing](https://raw.githubusercontent.com/WenmuZhou/flask_pytorch/master/static/img/online_test.jpg)

# Acknowledgement
This repository refers to [deploy-pytorch-model](https://github.com/L1aoXingyu/deploy-pytorch-model), and thank the author again.

flask_pytorch

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