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Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction

License: Apache License 2.0

Python 100.00%
activation-function complex-valued-data compressive-sensing deep-complex-networks deep-learning gans generative-adversarial-network inverse-problem keras-models loss-function mri mri-reconstruction reconstruction

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estija avatar puneesh00 avatar

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co-vegan's Issues

How to generate spiral mask

Hi,Bhavya Vasudeva, Your work is great, I would like to ask how should I make a mask with different sample rates, I need a mask of size 256x256

Theano dependency

Thank you for the upload

Theano is not listed as a dependency in the requirement list, however, in the dense module theano is required. Do you have an alternative to this?
OR
Is "Theano" a mandatory requirement?

problem about test

hi, i got the pre-trained weight and try to run test_model.py, but i got the warning:
2022-08-07 21:11:11.538021: E tensorflow/core/grappler/optimizers/dependency_optimizer.cc:666] Iteration = 0, topological sort failed with message: The graph couldn't be sorted in topological order.
2022-08-07 21:11:11.689745: E tensorflow/core/grappler/optimizers/dependency_optimizer.cc:666] Iteration = 1, topological sort failed with message: The graph couldn't be sorted in topological order.
2022-08-07 21:11:13.229122: E tensorflow/core/grappler/optimizers/dependency_optimizer.cc:666] Iteration = 0, topological sort failed with message: The graph couldn't be sorted in topological order.
2022-08-07 21:11:13.356139: E tensorflow/core/grappler/optimizers/dependency_optimizer.cc:666] Iteration = 1, topological sort failed with message: The graph couldn't be sorted in topological order.
I can still get PSNR and SSIM, but it's quite unsatisfactory, do you have the same problem?
Looking forward your reply

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