I have recently bought a home robot, and programmed it detect around 600 objects using deep learning.
In the following link I have explained how I made this robot recognize objects.
https://github.com/surajitsaikia27/V...a/Untitled.png
https://medium.com/analytics-vidhya/...g-68c660aa3b96