Support multiple models per repo as different models in the catalog?

[edwardchalstrey1]

Currently we have one catalog entry per model repository, as oppose to one entry per model. Should we allow the catalog to have multiple entries that link to the same GitHub repo, but refer to different models within it?

[edwardchalstrey1]

At present, you would add a repo with >1 models to the catalog, then do:

load_pretrained_model('path/to/repo', model='model_name')

where 'model_name' is what comes under the model field in the model.yml, which is the name of the class set up in model.py

So we could keep it this way, if we want to distinguish models based on setting up a class for each in the model.py of the model repo - this would save having to add to the catalog multiple times

[edwardchalstrey1]

Perhaps we could add an extra column to the returned dataframe from compatible_models, which is a list of the possible options for the model arg of load_pretrained_model. This would mean that we'd need to update thescivision/catalog/data/models.json to support an extra field, OR somehow load the options from the model repo directly.