imageaibroker.py application demonstrates how to use AI/ML detection algorithms together with Python API of MRTech IFF SDK. It is located in samples/08_imageai_py directory of IFF SDK package. Application comes with example configuration file (imageaibroker.json) providing the following functionality:

• acquisition from XIMEA camera
• color pre-processing on GPU:
  • black level subtraction
  • histogram calculation
  • white balance
  • demosaicing
  • color correction
  • gamma
  • image format conversion
• automatic control of exposure time and white balance
• image export to the user code

Additionally example code uses ImageAI Python library to detect objects and OpenCV library to render images on the screen, both of which should be installed in the system.