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Add function to get per-bodypart RMSE #2315

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merged 4 commits into from
Jul 24, 2023
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n-poulsen
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Adds a function to get RMSE for each bodypart, for both single and multi-animal projects.

  • Default behavior does not change (does not evaluate per-bodypart)
  • Evaluates per-bodypart when calling evaluate_network(..., per_keypoint_evaluation=True) and outputs the results to a file in the evaluation-results folder named DLCscorer + "-keypoint-results.csv"
  • Tests the evaluation code using synthetic data

@MMathisLab
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MMathisLab commented Jul 19, 2023

Awesome, I think this is a really useful addition. Edit: great, covers maDLC and dlc, thanks!

@n-poulsen
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Sure, I'll add the parameter to the functional tests

@n-poulsen n-poulsen added the enhancement New feature or request label Jul 19, 2023
@jeylau
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jeylau commented Jul 24, 2023

Looking great, thanks @n-poulsen!

@MMathisLab MMathisLab merged commit 18890db into main Jul 24, 2023
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@MMathisLab MMathisLab deleted the per_keypoint_evaluation branch July 24, 2023 09:46
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3 participants