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authorMichael Welter <michael@welter-4d.de>2022-05-12 19:54:57 +0200
committerMichael Welter <michael@welter-4d.de>2022-05-19 20:46:50 +0200
commit4d6e80a6c585f6929f6bf4bf319932732160ce84 (patch)
treeffbef0e4a2625afccd9b3b1c3da682f54d1c32a1 /proto-wine/images
parent25af3db8ba560d86f78aa4bfd10039588b7bab82 (diff)
tracker/nn: Add support for recurrent model and further tweaks
Regarding tweaks: * EWA smoothing of head ROI. Smoothing strength is a UI setting. * Adjustible zoom into the detected face. The predicted ROI is scaled by a factor the user can set. There is a sweet spot somewhere near 1. * Adjustible number of threads * The ROI is no longer taken as model output directly. This was actually not needed. Perhaps as auxiliary training objective for the network. But the tracker implementation now just uses a square area around the head center according to the predicted head size. * Add comment and debug notification on face ROI model output
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