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A Covid-19 Predictor using PyTorch library that intakes a CT Scan image of chest of a person and detects if they have COVID or not.

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Covid-19 Predictor

@NishkarshRaj @krannaut @rishabhnegi22 @megharawat3

Create the Model from Scratch

See Metrics of the Model

Perform Prediction with Trained Model

Seldon Rest API

Do it Yourself: ModelDB x MLflow Workflow for End-to-End MLOps Pipeline

Tools

AIOps Pipeline

Plan of Action

Backlog

  • Create GitHub Repository
  • Build Covid Predictor Model using PyTorch
  • Implement Predictor for the Model
  • Implement Model Metrics Detector
  • Expose the Predictor as Rest Endpoint using Seldon
  • Create a ModelDB x MLflow AIOps Pipeline for onboarding the model

References

License

Open Source under MIT License

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A Covid-19 Predictor using PyTorch library that intakes a CT Scan image of chest of a person and detects if they have COVID or not.

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