NiftyNet dev meeting 1st February 2019

NiftyNet meeting - 1st February 2019

Attending: Tom Ve, Zach, Fernando, Wenqi, Ben, Felix, Carole

Next version ready for release - to happen early March

• Documentation
• Model zoo
• Multiple optimisers in application
• Random scaling
• Anti alias in random scaling - same to be put in resize sampler
• Difficult to keep compatibility 1.12 Cu 7.1

Next stage for release in May

• Batch norm pull request - work on compatibility with Model Zoo
• Pull request for CSV reader
• Multi stage training / Early stopping / Performance handler
• Need for tests using very small networks

Release process

• Dzhosh to help BM interested in following process
• Work plan on the wiki
  • From one release to the next

Additional features

• Padder on uniform BM
• Exponential decay rate BM
• Preprocessing for regression to segmentation Histogram. Quantisation. FB

To keep in mind / Longer term

• Resampling on GPU
• Cycle GAN
• More composibility BM - Isolating data augmentation
• Application API - Integration into other application
• 142 Yaml config file to be rekindled with BM
• Template for issue

Google Summer Code

• 2 months
• Provide project by 6th February