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[D] How to add direction to MLP shape recognition?

I’m using a MLP to recognise gestures for my VR game.
The gesture gets preprocessed into a 2D grid, every grid cell becomes an input.
However I would like to add the direction into the recognition. My first thought was for each cell also input a 0 value for never entered and 0.5 – 1 for first – last cell.
Another idea was to add the start – end vector as two values. (x,y)
Any tips?

submitted by /u/fusedotcore
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.