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Tensorflow-based Object Detection on the CIFAR-10 dataset, served with FastAPI

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iobruno/fast-api-tf-model-serving

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Fast API TF-Model Serving

Python Tensorflow FastAPI Jupyter Ruff Docker

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GitHub project for Tensorflow-based Object Detection on the CIFAR-10 dataset, served with FastAPI.

Tech Stack

Up and Running

Building a Docker Image:

$ make docker-image

Running on Docker:

$ make docker-run

Local Development:

$ make setup

TODO

  • PEP-517: Packaging and dependency management with PDM
  • Code format/lint with Ruff
  • Run on Docker
  • Serve it with Streamlit
  • GitHub CI

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Tensorflow-based Object Detection on the CIFAR-10 dataset, served with FastAPI

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