deconvGAN

A deep learning based unsupervised stain color deconvolution algorithm

Structure

Performance

Files

You can use https://nbviewer.jupyter.org/ and paste the .ipynb link into it if Girhub does not render the file properly

To train deconvGAN:

1) Train deconv-GAN-512-40X wo-GAN.ipynb

To apply and evaluate deconvGAN:

2) Evaluate deconv-GAN-512-40X.ipynb

Other stain deconvolution algorithms implemented:

• NNMF
• ICA
• BCD
• SVD-geodesic
• waveletICA

Citation

Temporarily unavailable