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Add multithreading #186

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opened 2024-07-17 18:23:05 +00:00 by jgeorgi · 2 comments
jgeorgi commented 2024-07-17 18:23:05 +00:00
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The next level of performance improvement is most definitely multithreading the detection system (especially for the live camera view) using web workers.

The next level of performance improvement is most definitely multithreading the detection system (especially for the live camera view) using web workers.
jgeorgi added this to the 0.5.0 milestone 2024-07-17 18:23:05 +00:00
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jgeorgi commented 2024-07-23 16:36:40 +00:00
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This requires a fairly large rebuild. The image as background for the canvas is a problem because getting the image data to the worker in a way that tensorflow can handle is not easy. So, probably adding to the image to the canvas context and then allowing the canvas object to be passed to the worker is probably the best bet.

This requires a fairly large rebuild. The image as background for the canvas is a problem because getting the image data to the worker in a way that tensorflow can handle is not easy. So, probably adding to the image to the canvas context and then allowing the canvas object to be passed to the worker is probably the best bet.
jgeorgi commented 2024-07-24 20:28:40 +00:00
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Nevermind, figured out how to pass image data more efficiently, so the old background image technique still works. Don't need to move the image to the canvas.

Until I want panning and zooming, anyway...

Nevermind, figured out how to pass image data more efficiently, so the old background image technique still works. Don't need to move the image to the canvas. Until I want panning and zooming, anyway...
jgeorgi referenced this issue from a commit 2024-07-25 17:56:22 +00:00
Add detection worker (#187)
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Reference: ALVINN/ALVINN_f7#186
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