Visions: DeepLabCut Integration

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Jonny Saunders

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Mar 10, 2020, 9:52:58 PM3/10/20
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  • collaborate w/ DLC crew to write a realtime mode for DLC that analyzes frames as they are acquired,

  • develop a analysis pipelining framework that lets the results of the analysis be operated on (eg x, y coordinates -> labeled regions in an arena) and used to control task operation.

This is currently taking place in the dlc-live branch: https://github.com/gkane26/DeepLabCut/tree/live

Currently, the live class works (hooray! thanks DLC team!) and I have programmed a proof-of-concept integration with Autopilot's camera classes & PWM output modules.

In order to make integration with Autopilot more seamless, its data transformation modules need to be formalized.

Jonny Saunders

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Jul 31, 2020, 2:59:13 AM7/31/20
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