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Face Mask Detection

Multiclass Face Mask Detection using Convolutional Neural Networks

This project is curently a Work In Progress

To Do

  • Implement saliency map outputs in results
  • Detect if a mask is properly worn
  • Implement gif and video support
  • Try different models
  • MLOPs
    • Docker support
    • Bias and Fairness Audit
    • Data
      • Versioning
      • Storage and Management
      • SQL
      • Feature engineering
    • CI/CD
      • Jenkins?