Blink estimation inference code (RT-BENE)

Tobias-Fischer / rt_gene

RT-GENE: Real-Time Eye Gaze and Blink Estimation in Natural Environments

http://www.imperial.ac.uk/personal-robotics

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Blink estimation inference code (RT-BENE) #43

Closed Tobias-Fischer closed 4 years ago

Tobias-Fischer commented 4 years ago

This pull request adds code for blink estimation.

TODO before merging:

[x] Provide model files
[x] Test code on Webcam

Enhancements dealt with later on (see #51):

[x] Provide dataset
[x] Provide training code

/cc @Twarz

ahmed-alhindawi commented 4 years ago

Could we make it faster by training a different network please?

Tobias-Fischer commented 4 years ago

/cc @twarz: Let's provide some ResNet / MobileNet variants

Tobias-Fischer commented 4 years ago

Model files are now provided - albeit slow for the moment, the inference code is now complete. Still needs investigation why inference is so slow, as standalone it seems much faster.

Tobias-Fischer commented 4 years ago

Ping @Twarz - let's get this sorted, soon.

Tobias-Fischer commented 4 years ago

Merging this for now, everything else can be dealt with in #51.