There is a newer version of the record available.

Published June 1, 2021 | Version 0.5.3
Software Open

Project-MONAI/MONAI: 0.5.3

Authors/Creators

  • 1. NVIDIA
  • 2. @NVIDIA
  • 3. King's College London
  • 4. University of Iowa
  • 5. The University of Iowa
  • 6. Nvidia
  • 7. Broad Institute of MIT and Harvard
  • 8. @SonoVol
  • 9. @AmigoLab
  • 10. @Kitware
  • 11. HTIC
  • 12. @KCL-BMEIS

Description

Changed
  • Project default branch renamed to dev from master
  • Base Docker image upgraded to nvcr.io/nvidia/pytorch:21.02-py3 from nvcr.io/nvidia/pytorch:21.04-py3
  • Enhanced type checks for the iteration_metric handler
  • Enhanced PersistentDataset to use tempfile during caching computation
  • Enhanced various info/error messages
  • Enhanced performance of RandAffine
  • Enhanced performance of SmartCacheDataset
  • Optionally requires cucim when the platform is Linux
  • Default device of TestTimeAugmentation changed to cpu
Fixed
  • Download utilities now provide better default parameters
  • Duplicated key_transforms in the patch-based transforms
  • A multi-GPU issue in ClassificationSaver
  • A default meta_data issue in SpacingD
  • Dataset caching issue with the persistent data loader workers
  • A memory issue in permutohedral_cuda
  • Dictionary key issue in CopyItemsd
  • box_start and box_end parameters for deepgrow SpatialCropForegroundd
  • Tissue mask array transpose issue in MaskedInferenceWSIDataset
  • Various type hint errors
  • Various docstring typos
Added
  • Support of to_tensor and device arguments for TransformInverter
  • Slicing options with SpatialCrop
  • Class name alias for the networks for backward compatibility
  • k_divisible option for CropForeground
  • map_items option for Compose
  • Warnings of inf and nan for surface distance computation
  • A print_log flag to the image savers
  • Basic testing pipelines for Python 3.9

Files

Project-MONAI/MONAI-0.5.3.zip

Files (11.5 MB)

Name Size Download all
md5:d27c68e9702a2615304c5888b3b41aa8
11.5 MB Preview Download

Additional details

Related works

Is supplement to
https://github.com/Project-MONAI/MONAI/tree/0.5.3 (URL)