The main objective of our project is to develop an automated mitotic cell detection tool that would speed up the process for the pathologist to detect mitotic activity for cancer diagnosis. This tool would be done using the deep learning model, that would be trained with a large number of human datasets for breast cancer. Our project will also develop a higher detection accuracy to optimize the deep learning model and produce the desired output of detecting mitosis cells.