This repository contains the test code and trained checkpoints of Virtual Gram staining of label-free bacteria using darkfield microscopy and deep learning.
A Conditional GAN was trained to perform virtual Gram staining of label-free bacteria.
Input images
Output images
Target images
- Download test data and checkpoints from this link or this Zenodo link
- Move test_data and ckpts folders into the repository folder.
- Run test_npy.py file in your CPU or GPU.
- Tensorflow 2.10
- Python 3.9.17
- For any questions, please email cagatayisil@ucla.edu