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@lhmbev lhmbev released this 20 Apr 12:36
· 45 commits to master since this release
v2.2
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Learn about vigilant mode.

Adds the ability to generate "patches" of sinograms, rather than whole sinograms.
Patches are of size (1801, 256) by default, and are not downsampled.
The motivation behind this is two-fold:

  1. The network only sees a smaller area around each stripe, allowing it to focus on important local information
  2. By splitting one sinogram into many patches, the network has more data to train on

Changes

  • Added a new mode of generating data: "patch"
  • Added a new mode for training & testing: "patch"
  • Added a new visualizer class to display patch-based data
  • Added wandb support
  • Updated Dataset classes so that they can process synthetic, real-life and patch-based directory structures
  • Datasets are now shuffled before the train/validate/test split, as well as after
  • Increased width of simulated stripes, and removed the expansion of mask widths
  • Minor bug fixes
Assets 2