DeepProfiler is a set of tools that allow you to use deep learning and representation learning for extracting phenotypic information from microscopy images of cells.
Links to repositories:
Software: https://github.com/cytomining/DeepProfiler
Configuration and downstream analysis notebooks: https://github.com/broadinstitute/DeepProfilerExperiments