Ask HN: What pre-trained models have you used in production?

14 pointsby calebkaiserover 5 years ago

I write about ML in production—working with models like OpenAI's GPT-2, Hugging Face's DistilBERT, AllenNLP's ELMo-BiDAF, etc—at cortex.dev. What other pre-trained models should I be looking at? Are there any you've used in production?

2 comments

eb0laover 5 years ago

Inceptionv3 and Resnet50 - for detecting cracks in displays and SKUs in a supermarket.<p>And a Flask webservice for serving.<p>I wished I could use Jupyter Serve; but Flask was easier for our ops team.

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chudiover 5 years ago

Resnet50 with transfer learning