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Configurable model #127

Merged
merged 13 commits into from
May 15, 2023
Merged

Configurable model #127

merged 13 commits into from
May 15, 2023
+636 −313

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norihiro
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@norihiro norihiro commented Apr 15, 2023 •
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This was linked to issues Apr 15, 2023
Will not track face, if face is not facing camera #124
Open
PTZ: Improve format compatibility #91
Closed
@norihiro norihiro force-pushed the rewrite-202304 branch 2 times, most recently from dbe49a3 to 5380a07 Compare April 15, 2023 14:27
@norihiro
Fix memory access violation from multiple threads
7e16091 
When multiple threads access an image object in dlib's type, it caused
crash. This crash happened when CPU has high load and correlation
tracker becomes super slow.
Instead of having the image in dlib's type, store in the thread-safe
type obs_source_frame and create dlib's type in each thread.
@norihiro
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I started to try training on my machine. I'm afraid it will take several weeks.

@norihiro norihiro removed a link to an issue May 15, 2023
Will not track face, if face is not facing camera #124
Open
@norihiro
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I have not successfully generate the face detection model data yet.
Even the image dataset described in davisking/dlib-models cannot generate the model that can successfully detect faces. I need more time to investigate it.
At first, I'd like to merge the change in the source code since the face detection using MMOD will improve some detection results.

@norihiro norihiro marked this pull request as ready for review May 15, 2023 11:16
@norihiro norihiro merged commit d211c3d into main May 15, 2023
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PTZ: Improve format compatibility
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@norihiro