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Add "active learning" plugin mode #108

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leigh-johnson opened this issue Feb 1, 2021 · 1 comment
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Add "active learning" plugin mode #108

leigh-johnson opened this issue Feb 1, 2021 · 1 comment
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enhancement New feature or request
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0.5.0

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leigh-johnson commented Feb 1, 2021 •
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Describe your Request
I'm still performance tuning the on-device ML system. Right now, it's a bit painful to use with other plugins.

Add an "online mode" to settings. When this setting is enabled, frames will be sampled and inference performed in a Beam pipeline.

This feeds into eventual support for an "offline" mode. When "online" mode is disabled, inference is performed on-device.
@leigh-johnson leigh-johnson added the enhancement New feature or request label Feb 1, 2021
@leigh-johnson leigh-johnson added this to the O.5.0 milestone Feb 1, 2021
@leigh-johnson leigh-johnson self-assigned this Feb 1, 2021
@leigh-johnson leigh-johnson changed the title Add "online" inference setting Add "online" and "offline" plugin modes Feb 6, 2021
@leigh-johnson leigh-johnson changed the title Add "online" and "offline" plugin modes Add "active learning" and "lite" plugin modes Feb 6, 2021
This was referenced Feb 15, 2021
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leigh-johnson added a commit to bitsy-ai/octoprint-nanny-dataflow that referenced this issue Mar 8, 2021
@leigh-johnson
first pass on fixed/sliding windowed dataset builder for active lear…
e3a7055 
…ning mode bitsy-ai/octoprint-nanny-plugin#108
This was referenced Mar 8, 2021
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@leigh-johnson leigh-johnson changed the title Add "active learning" and "lite" plugin modes Add "active learning" plugin mode Mar 31, 2021
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For anyone following this issue, I'm punting on getting both of these modes working in 0.5.0 in favor of active learning mode. I'll work on re-enabling lite mode for the next release.

@leigh-johnson leigh-johnson mentioned this issue Apr 9, 2021
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@leigh-johnson leigh-johnson modified the milestones: O.5.0, 0.5.0 Apr 10, 2021
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