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Model1 - Micro Expression Nets

Docker setup instructions

  • Follow the steps inside the compose repository

Manual setup instructions

  • Install poetry

  • Run poetry install to install dependencies

  • Test the model with a single image by running: cd exampleScripts && python3 exampleUsage.py ./images/face.jpg ../models/OuluCASIA/

    • You can also test the model with a real-time video feed by running: cd exampleScripts && python3 realtimeVideo.py ../models/CK/

  • You can serve this model by running: python server.py

    • This is will generate a gRPC service, more details at the grcpPkg folder

CUDA setup instructions

  • For this project we need cuda==10.0 and cuDNN==7.6.0 for Windows. For your OS other details can be found here and here

How to generate or update gRCP protobuffs

  • Check the documentation at grcpPkg

More details about this model