https://github.com/curt-park/mnist-api-server
Mnist API server w/ FastAPI
https://github.com/curt-park/mnist-api-server
Last synced: 6 months ago
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Mnist API server w/ FastAPI
- Host: GitHub
- URL: https://github.com/curt-park/mnist-api-server
- Owner: Curt-Park
- License: mit
- Created: 2022-02-06T08:43:53.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2022-02-06T18:08:37.000Z (over 3 years ago)
- Last Synced: 2023-03-10T09:06:27.597Z (over 2 years ago)
- Language: Python
- Homepage:
- Size: 4.19 MB
- Stars: 8
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# MNIST API Server
MNIST inference server w/ FastAPI
## Prerequisites
```bash
$ make env # create anaconda environment
$ make setup # initial setup for the project
```
## How to Play
```bash
$ make train # train conv net (optional)
$ make backend # start up the server
$ make frontend # start up frontend (draw board)
```
## For Developers
```bash
$ make format # format python scripts
$ make lint # lint python scripts
$ make utest # run unit tests
$ make cov # open coverage report (after `make utest`)
```
## References
- https://github.com/pytorch/examples/blob/master/mnist/main.py
- https://github.com/KiLJ4EdeN/fastapi_tf-keras_example
- https://github.com/rahulsrma26/streamlit-mnist-drawable
- https://github.com/zademn/mnist-mlops-learning