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wrap google delf model in a dockerized web service

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linekin/delf_service

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run service using docker

docker run -p 5000:5000 linekin/delf_service

call service using httpie

http localhost:5000/match file@test_images/DRzCTyi.jpg

api url path is /match. make sure the images file size is less than 1MB, otherwise out of memory error may occurred.

TODO

  • use tensorflow serving
  • use twisted
  • providing docker entrypoint to extract feature
  • resize large image file

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wrap google delf model in a dockerized web service

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