From 4d6e80a6c585f6929f6bf4bf319932732160ce84 Mon Sep 17 00:00:00 2001 From: Michael Welter Date: Thu, 12 May 2022 19:54:57 +0200 Subject: 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 --- tracker-neuralnet/lang/nl_NL.ts | 16 ++++++++++++++++ tracker-neuralnet/lang/ru_RU.ts | 16 ++++++++++++++++ tracker-neuralnet/lang/stub.ts | 16 ++++++++++++++++ tracker-neuralnet/lang/zh_CN.ts | 16 ++++++++++++++++ 4 files changed, 64 insertions(+) (limited to 'tracker-neuralnet/lang') diff --git a/tracker-neuralnet/lang/nl_NL.ts b/tracker-neuralnet/lang/nl_NL.ts index a2dcd958..95da8f4c 100644 --- a/tracker-neuralnet/lang/nl_NL.ts +++ b/tracker-neuralnet/lang/nl_NL.ts @@ -64,6 +64,22 @@ Don't roll or change position. MJPEG + + Tuning / Debug + + + + ROI Smoothing Alpha + + + + ROI Zoom + + + + Thread Count + + neuralnet_tracker_ns::neuralnet_dialog diff --git a/tracker-neuralnet/lang/ru_RU.ts b/tracker-neuralnet/lang/ru_RU.ts index 7e8a9c09..a8252299 100644 --- a/tracker-neuralnet/lang/ru_RU.ts +++ b/tracker-neuralnet/lang/ru_RU.ts @@ -64,6 +64,22 @@ Don't roll or change position. MJPEG + + Tuning / Debug + + + + ROI Smoothing Alpha + + + + ROI Zoom + + + + Thread Count + + neuralnet_tracker_ns::neuralnet_dialog diff --git a/tracker-neuralnet/lang/stub.ts b/tracker-neuralnet/lang/stub.ts index 66e1695c..80103fde 100644 --- a/tracker-neuralnet/lang/stub.ts +++ b/tracker-neuralnet/lang/stub.ts @@ -64,6 +64,22 @@ Don't roll or change position. MJPEG + + Tuning / Debug + + + + ROI Smoothing Alpha + + + + ROI Zoom + + + + Thread Count + + neuralnet_tracker_ns::neuralnet_dialog diff --git a/tracker-neuralnet/lang/zh_CN.ts b/tracker-neuralnet/lang/zh_CN.ts index 8e9513b3..f55c12fc 100644 --- a/tracker-neuralnet/lang/zh_CN.ts +++ b/tracker-neuralnet/lang/zh_CN.ts @@ -64,6 +64,22 @@ Don't roll or change position. MJPEG + + Tuning / Debug + + + + ROI Smoothing Alpha + + + + ROI Zoom + + + + Thread Count + + neuralnet_tracker_ns::neuralnet_dialog -- cgit v1.2.3