Is there anyway to add incremental learning to image recognition?

As of right now I do not have enough samples to develop a robust detection tool that could spot objects in an image. Instead I would like to incrementally develop a detection tool based on user defined areas as the program goes along. Is this possible?

Answer 1

[Ganesh Regoti]

Hi,

Have you tried adapt for incremental learning. Refer the following links

https://www.mathworks.com/help/deeplearning/ref/adapt.html

https://www.mathworks.com/help/deeplearning/ref/trains.html

You can refer following link to understand more about the above two functions

https://www.mathworks.com/matlabcentral/answers/92991-is-there-a-difference-between-incremental-training-using-adapt-and-train-in-neural-network-toolbox-6

Hope this helps!

[Alieldin Abed]

Hi, thank you for the suggestion, but I'm struggling to figure out how to apply this to the current Object Recogniction tools?