Just to share a project where I use TensorFlow Keras to create and train a convolutional neural network for analyzing gray scale video images, and estimate the position of objects on the floor. This model is then ported to an ARM Cortex M7 micro-controller board with a low-resolution camera. The system can be used in small mobile robots as detailed in the blog below. [Note: the controller I am using, Microchips SAMS70J20 is not supported by TFLite, so I need to create my own workflow)
  
      

      fkeng.blogspot.com
  

  
    

Implementing Convolutional Neural Network (CNN) in DIY Machine Vision Module...

  In this post I will share my journey in implementing a convolutional neural network (CNN) in my DIY machine vision module (MVM).  The MVM mo...