3 months to write a image segmentation program based on CNN, realistic?

Hi all!

So, I wrote a program (Matlab) to automatically recognize bright spots in fluorescent images (huge datasets). I only used basic segmentation tools so far, and the results are okayish but it does not adapt very well to many cases.

I have three months to help my lab with this program. I thought to dive into CNN as (i) I am interested in getting these skills for industry/ (ii) I love machine learning and programming (I am a biologist) …

adapt basic cases cnn datasets deeplearning image images matlab results segmentation tools