May 10, 2020

Pill detection

I worked on a deep learning pill counting and identification system. The deep learning algorithm is based on MaskRCNN. The code is hosted on google colab. I was able to minimize reflections, reduce glare and other unwanted imagery by using a black background. I also collected and annotated a dataset of about 60 pills using Labelbox.

Screenshot-2020-07-07-Labelbox.png

detection pill