Nuclei detection and classification

classification

classification

cnn set up

result comparison

This is a course project from CSC420. My teammate Jiushan Yang and I worked on Nuclei detection and classification using different methods. I did the all the classification part and he did the detection part.

The work is based on this paper: Sirinukunwattana, Korsuk, et al. ”Locality sensitive deep learning for detection and classification of nuclei in routine colon cancer histology images.” IEEE transactions on medical imaging 35.5 (2016): 1196-1206 link