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Getting Started With Model-Deployment

Model Deployment

Learn how to deploy model using Flask, Sanic, Fastapi and then Onnx.

This repository is maintained for beginners to learn about basics in deploying a ML model. Objective is to understand what an API is and what are different tools that one can use to leverage the same for their usecase.

All these deployments techniques are good enough for POCs and some are widely used in productions.

  • Deploying using Flask
  • Deploying using Sanic
  • Deploying using Fastapi
  • Converting model to ONNX and deploy using any of the above tools