Cell Identification from Microscopy Images using Deep Learning on Automatically Labeled Data
In biology, cell counting provides a fundamental metric for live-cell experiments. Unfortunately, most researchers are constrained to using tedious and invasive methods for counting cells. Automatic identification of cells in microscopy images would therefore be a valuable tool for such researchers. In recent years, deep learning-based image segmentation methods such as the U-Net have been explo