ENH: Adds BioViL-T Linear Classifier (Chexpert Classes)

microsoft / hi-ml

HI-ML toolbox for deep learning for medical imaging and Azure integration

https://aka.ms/hi-ml

MIT License

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Open ozan-oktay opened 1 year ago

ozan-oktay commented 1 year ago

Adds the capability to instantiate a linear classifier on top frozen BioViL-T image embeddings.
Note that the model is not trained in an end-to-end fashion.

codecov[bot] commented 1 year ago

Merging #860 (f9e99fa) into main (190e8d4) will increase coverage by 0.01%. The diff coverage is 100.00%.

Flag	Coverage Δ
hi-ml-multimodal	`89.29% <100.00%> (+0.06%)`	:arrow_up:

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files	Coverage Δ
...al/src/health_multimodal/image/model/pretrained.py	`85.00% <100.00%> (+2.14%)`	:arrow_up:

fepegar commented 1 year ago

Shall we review now or wait until it's not a draft anymore?

fepegar commented 1 year ago

Can you please take a look at the failing tests and the merge conflicts?