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Welcome to the workshop!

Workshop
In Progress

Welcome to ML and computer vision — Face detection and hierarchical approaches!​

Today's icebreaker:​

What links these three images?

Share your thoughts in the chat!

Today's agenda:​

  • **Review:**Key concepts and applications.
  • **Demo:**Face and eye detection with OpenCV.
  • **Practice:**Applying and optimising detection.
  • **Closing:**Key takeaways and next steps.

Today's learning objectives:​

  • Understand face detection by exploring Haar Cascades in OpenCV to detect faces in images.
  • Develop real-time detection pipelines by preprocessing images, applying models and visualising results.
  • Explore modern detection methods with Mediapipe, including handling profile faces.
  • Learn to build comprehensive detection pipelines by integrating face and eye detection and refining accuracy.
  • Apply problem-solving techniques by adjusting parameters and implementing complete detection solutions.