Health related facial detection using faceshift
Using faceshift to detect the facial expression and analyse the health related sympton such as stroke and pain.
Basic idea:
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import the neutral as the baseline.
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while getting the stream data, using the weights of shapes to match a certain patterns,
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select the key points for numerically measurement, using the vertices to compute the offset comparing to the baseline.
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set a threshold for certain sympton, rendering heat map to help visualize and detect the danger of stroke or other disease.
Added:
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Compute the average for 10 frames to reduce the noise.
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set a interval time to check the certain pattern.
========================================================= Finial demo
We did emotion patterns detection and facial gestures controls.