[Contribution suggestion] Allow explicitly passing in model_dir

Hi @1adrianb

Lovely package, first of all. I was testing it, and ran into (and have resolved in a fork) an issue with deploying to AWS Lambda:

* AWS Lambda only allows IO writes to the /tmp/ directory namespace
* The current package defaults to the `get_dir` from torch.hub which is not within that namespace
* Result: No models run on AWS Lambda from what I can deduce

Fix/enhancement (easy): Add `model_dir: str = None` to each of the `__init__` for classes that use torch URL-loading functions. Downstream functions already support the explicit model_dir, but top-level class initialization e.g. in `api.py` module doesn't.

If you agree, I am happy to send you a PR on it:)

Best, Thoger.

The issue points to the `api.py` module where class `__init__` methods need a `model_dir` parameter. Start by examining the torch.hub loading calls in those classes. The downstream functions already support `model_dir`, so trace where the model is loaded and ensure the parameter is passed through. Test by running a simple inference to verify models can be loaded from a custom directory like /tmp.

Escrito por el modelo de indexación a partir del texto del issue.