datarobot / pic2vec

Lightweight Image Featurization Made Easy
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Train some non-imagenet models #7

Closed zachmayer closed 6 years ago

zachmayer commented 7 years ago

It'd be a good idea to get some image datasets that are acceptible for commercial use and train some models on them.

E.g. satellite images, medical images, etc.

joristaglio commented 7 years ago

Do you mean train models from scratch on them? Or do you mean featurize them for new test examples? Is there a good GPU workstation available for training?

zachmayer commented 7 years ago

@jeremyplusev We'll have a pretty awesome GPU workstation in Boston in about 2-3 weeks. In the meantime you can use the GPU on Owen's world.

But yea, the idea is to train or fine tune models on new datasets, so we have models that work on different types of data (e.g. medical images).

joristaglio commented 6 years ago

I believe these models will be proprietary– unless I'm wrong and we're going to train some custom open-source models, I'll close this until further notice

zachmayer commented 6 years ago

Correct. Please convert this to a JIRA ticket