https://github.com/blcksrx/onnx-rest

A Simple and Fast Rest API for productionization the ONNX models
https://github.com/blcksrx/onnx-rest

fastapi onnx onnx-models onnx-rest onnxruntime rest-api

Last synced: about 1 year ago
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A Simple and Fast Rest API for productionization the ONNX models

• Host: GitHub
• URL: https://github.com/blcksrx/onnx-rest
• Owner: blcksrx
• Archived: true
• Created: 2020-07-09T12:03:46.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2023-03-18T19:55:08.000Z (about 3 years ago)
• Last Synced: 2024-11-05T15:49:41.481Z (over 1 year ago)
• Topics: fastapi, onnx, onnx-models, onnx-rest, onnxruntime, rest-api
• Language: Python
• Homepage:
• Size: 30.3 KB
• Stars: 9
• Watchers: 1
• Forks: 1
• Open Issues: 13
• Metadata Files:
  • Readme: README.md

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README

          
# ONNX-REST

A **simple** and **fast** Rest API for productionization the ONNX models.

![travic-ci](https://travis-ci.org/blcksrx/onnx-rest.svg?branch=master)

## How to use?

Simply **clone** this repository and  copy your **ONNX** models into the `models` directory and just run the project with **uvicorn**!

The rest api docs are presents in the `/docs` path

1. `git clone git@github.com:blcksrx/onnx-rest.git`

2. `cd onnx-rest`

3. `pip install -r requirements.txt`

4. `uvicorn main:app`

5.  verify the project is running well:

   ```

   $ curl localhost:8000/actuator/health

   {"Status": "Up"}

```

## Contributing |

Wanna help? Just fork it and create PRs!