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Ask HN: What pre-trained models have you used in production?
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?
- eb0la 7y agoInceptionv3 and Resnet50 - for detecting cracks in displays and SKUs in a supermarket. And a Flask webservice for serving. I wished I could use Jupyter Serve; but Flask was easier for our ops team.
- p1esk 7y agoHow did you choose those particular NN architectures? How much data did you use to finetune them (assuming they are pretrained on Imagenet)?
- chudi 7y agoResnet50 with transfer learning