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Deep learning - Image recognition agent

Build an application for educational purposes for kids from 6 to 8 years old. The application needs to recognise easy subtractions and summations shown by a kid’s hand.

Description of the assignment

  • The kid shows to a camera a hand with 4 fingers, then makes the plus sign and then shows 2
    fingers… the application should give feedback of the figures percepted by the system and
    then give an answer.
  • The children can then give a thumbs up or thumbs down sign to see if it is correct or not.

Goals

  • The computer vision component has to be built-in into an application so that it can be easily
    setup for demos at schools.
  • Multiple extensions are possible.

What you will gain

  • You’ll learn to prototype and adjust your product
  • Capture and process relevant real-time data
  • Explore the possibilities and limitations of sensors
  • Gain knowledge and experience with designing and deploying a machine learning solution
  • That lovely feeling you’ll get knowing your design will effectively be used in a real-life scenario

What you need

  • Creativity and the will to succeed
  • A motivated personality that can handle setbacks
  • You see the bigger picture when it comes to making software and hardware work together
  • You want to learn everything about real-time data and stream processing
  • You can’t wait to learn a heck of a lot in a relatively limited time period.
Technologies you'll be using
  • Machine Learning
  • Python
  • Java
  • Deep Learning Framework (e.g. TensorFlow, Keras, ...)
  • OpenCV
  • Kubernetes
  • Docker
Location of your assignment

Veldkant 33B, 2550 Kontich

Your mentor

Kevin Smeyers – Technical lead machine learning ToThePoint

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