Seeking advice to implement a pattern recognition algorithm

https://drive.google.com/open?id=1WsAm3h-__al_eXfXaOc-DFMlONGf2ysv

Hello,

I have many frames of 256 X 256 digits. These have clusters of data that I need to do classify from, I seek advice from the experts to provide me suggestions on how to approach the problem. I need to classify these clusters on the basis of shape(roundness), centroid location, the sum of all values in a cluster and size.

https://drive.google.com/file/d/1oLQvKTj3oWkhR0ezaHqD8WQBmG6jv9ZF/view?usp=sharing

A sample frame inside clusters is shown above in the link. Some peculiar clusters are highlighted encircled in yellow. One encirclement is one cluster.

I am very new to this field, hence I appreciate any advice I can receive from you all. As this is a very wide field I would appreciate If you could share your expertise and let me know the suggested approach and what concepts I should focus on.

Thanks very much in advance.

Best regards,

Sanchit Sharma

[KALYAN ACHARJYA]

Sanchit, are you looking for classification (make cluster) of different shapes on the particular image?

[Sanchit Sharma]

Yes, based on the shape, centroid, size of each cluster, etc. I have around a million frames (images). I have attached a sample frame for your reference. Please let me know any advice from your end.