I’m thinking of prototyping a search engine for pretrained models. Pretrained models are super useful for transfer learning but they’re hard to find and often buried in academic websites or github repos.
Does anyone know if something like this exists? It’s basically a model zoo with search capabilities to filter by framework, architecture, and topics (medical, satellite). To start we could just manually create json documents for models compiled in wikis like this one, setup a basic React frontend, and use ElasticSearch as our search engine.
Eventually we can host models ourselves and port everything across frameworks so users can download models in any framework.