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

• Original Github repository

• The paper can be found here