Create model-dataset matching functionality in sci.vision #347
Description
- clickable links to models/datasets in the table
- minimal 'model card' (showing description, installation, usage of the model) (e.g. as in Proposed scivision workflow for UI users with minimal coding exp. #325)
Issues/PRs to look at/finish before this one
- Gather requirements for a data loader for scivision (potential replacement for Intake) #480
- Refactor front end javascript #513
- [ENH] Add flag/tag "Installable" and/or "loadable" for models/datasets that work with scivision python package #428
PR for the below
TODO 27th Jan '23:
- Update the model pages to include model cards (similar to huggingface) that shows both how to install and how to run with scivision
- Install could be based on the contents on an
install.mdin the model repo (maybe.scivison/install.md) - One difficulty with this approach is that people with non-write access to a scivision model GitHub repo, you can't get a raw link for the markdown. Could we give scivision maintainers write access for all model repos? Would this even work with the production version?
- Generate Python commands needed for chosen model or dataset
- Install could be based on the contents on an
- Implement the matching idea as a new UI view as in the screenshots below
- Filter such that users only see datasets compatible with a model and vice versa
- Also enable filtering on a task (or domain, or other tag) in both table/grid view and in the new matching view to narrow the models (or datasets) in the page