How to see without eyes?

Azure Custom Vision!

We had a problem. A huge problem. We needed to know where in our floor plan the different components are placed.

By training our own custom vision model based on training data of bathroom floor plans, we managed to obtain an AI model able to detect components such as:

  • Toilet
  • Shower
  • Bath tub
  • Sink
  • Main pipes
Bathroom components detection with our custom vision model
Model scores on the training data

The model was published and the API made available for our backend application in C# to consume.

Super easy!