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Create a zero-filled model and Shepp-Logan dataset

3

**Is your feature request related to a problem? Please describe.** A zero-filled model and a Shepp-Logan dataset is missing. **Describe the solution you'd like** Implement: - [ ] A zero-filled...

jonasteuwen

more trained model in zoo?

2

hi, Will the new trained model, like radial sampling, be submitted to Zoo? As these model need lot of computation resources... Best Regards, king

kingaza

New loss functions, refactored engines to only implement forward_method, quality fixes

1

Implements: * New loss functions (`NMSE`, `NRMSE`, `NMAE`, `SobelGradL1Loss`, `SobelGradL2Loss`) * `mri_models` performs `_do_iteration method`, child engines perform `forward_function` which returns output_image and/or output_kspace * Changes/Additions in `mri_transforms` * Padding...

georgeyiasemis

**Is your feature request related to a problem? Please describe.** No. **Describe the solution you'd like** Have a single `_do_iteration` in `mri_models` and every child class to implement smt like...

georgeyiasemis

Bump protobuf from 3.20.1 to 3.20.2

2

Bumps [protobuf](https://github.com/protocolbuffers/protobuf) from 3.20.1 to 3.20.2. Release notes Sourced from protobuf's releases. Protocol Buffers v3.20.2 C++ Reduce memory consumption of MessageSet parsing This release addresses a Security Advisory for C++...

dependabot[bot]

Store val metrics in Tensorboard correctly

1

Validation metrics first reduced, then add to Tensorboard if main process

georgeyiasemis

**Describe the bug** Tensorboard and logger (validation) metrics do not match. **To Reproduce** Any validation process. **Expected behavior** Tensorboard and logger (validation) metrics to match.

georgeyiasemis

Refactors DirectEnums to uppercase

1

Refactors attributes of `DirectEnum`-derived classes to uppercase.

georgeyiasemis

georgeyiasemis

Adds vSHARP model and code quality changes

1

- **vSHARP Model**: Supporting both 2D and 3D. (Details: [vSHARP Paper](https://arxiv.org/abs/2309.09954)) - **3D Reconstruction Experiments**: Various additions, such as transforms, engine changes (e.g., visualization), and the addition of new metrics...

georgeyiasemis