Name: Dean J Procter
Type: User
Company: The Broad Institute of MIT & Harvard
Bio: Research Scientist in cancer biology, (formerly virology) doing my best to develop computer vision tools for microscopy
Twitter: djproc
Location: Cambridege, MA
Blog: https://www.linkedin.com/in/djprocter/
Dean J Procter's Projects
Access to Biological Web Services from Python.
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
these are scripts that i use to manage my files (especially useful for scientific data management)
This project is the implementation of "Generative Adversarial Networks recover features in astrophysical images of galaxies beyond the deconvolution limit" in python.
A CNN to classify HCMV infected fibroblasts and perform quantitative analysis in thousands of cells
A CNN for the classification of HCMV infection (using pytorch and fast.ai)
Mask-RCNN for the classification and segmentation of HCMV infection (Matterport, Tensorflow 2.0)
CellProfiler pipelines and code used for HCMV cell classification
macros i've made for image manipulation using image j
useful imagej macros for microscopists
Learning how to use matterport maskrcnn
An NES emulator and OpenAI Gym interface
Progressive Growing of GANs for Improved Quality, Stability, and Variation