refactors python to use tensorflow's estimator api - Githubissues

bodokaiser / mrtoct-tensorflow

Tensorflow models for MRI to CT synthesis.

https://arxiv.org/abs/1901.05259

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refactors python to use tensorflow's estimator api #14

Closed bodokaiser closed 6 years ago

bodokaiser commented 7 years ago

Input Pipeline:

[x] Bigger Crop or Pad

Metrics:

[x] Disable TFGAN metrics
[x] Mean Absolute Error (MAE)
[x] Mean Squared Error (MSE)
[x] Peak Signal to Noise Ratio (PSNR)
[x] Gradient Distance Loss (GDL)
[x] Adversarial Loss (ADV)
[ ] Structural Similarity (SSIM)
[x] Regression

Augmentation:

[ ] Random Flip
[ ] Mirroring
[ ] Noise

Adversarials:

[ ] LSGAN
[ ] BeGAN