https://github.com/knetic0/mnist-learning

🚀 Mnist learning with Tensorflow and Serving with FastAPI
https://github.com/knetic0/mnist-learning

deep-learning fastapi jupyter-notebook machine-learning mnist mnist-dataset python tensorflow

Last synced: about 2 months ago
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🚀 Mnist learning with Tensorflow and Serving with FastAPI

• Host: GitHub
• URL: https://github.com/knetic0/mnist-learning
• Owner: knetic0
• Created: 2024-06-01T11:25:37.000Z (8 months ago)
• Default Branch: master
• Last Pushed: 2024-06-07T17:06:13.000Z (7 months ago)
• Last Synced: 2024-06-07T18:32:07.895Z (7 months ago)
• Topics: deep-learning, fastapi, jupyter-notebook, machine-learning, mnist, mnist-dataset, python, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 1.75 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Mnist Learning with Tensorflow and Serving with FastAPI

```

pip install -r requirements.txt

```

Open mnist_learning.ipynb and train the model by running all cells.

```

python api/service.py

```

You can access the swagger screen with the /docs endpoint or you can access the interface with the html file in the frontend folder.