todo - WHOIGit/ifcb_classifier GitHub Wiki

Wiki

• pages in the sidebar with ⊛
• neutson_net --batch-size and --loaders flags / usage page
• neuston_onnx page

General

• TRAIN Update --metadata from dev to main branch + include in wiki
• TRAIN Letterboxing to maintain image ratio while resizing
• TRAIN transfer learning
• inference improvements (eg speedups)
  • float16/int8 model output options
  • reduce pytorch overhead
  • standardizing to onnx (portability)
• automatic plot generation for TRAIN and RUN
• tools for comparing model performance
  • comparative validation performance plots and summaries
  • framework for running multiple models for comparison
  • Creation of a common "test set" per Dataset
• automated and improved dupes training/feedback
• unit testing 🙃