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Fine Tune Training #1376

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Fine Tune Training #1376

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BryonLewis
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@BryonLewis BryonLewis commented Sep 13, 2023 •
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Will allow users to choose a model to allow for fine-tune training.
resolves #1375

  • Logs the model files that are available after downloading the add-ons for the web version
  • The endpoint for training configs has been updated to show the models as well as the configs.

TODO:

  • Update front-end to utilize modified Training configs
  • Add optional checkbox on front-end to fine-tune model
  • Update the endpoint to run training so that a model can be passed in as well
  • Add in argument to the training task in celery to utilize new input

Desktop Version

  • Find a way to search and find available models in the desktop version
  • Update the interface to show the models that can be fine tuned
  • Update the call to running training to add in the new optional fine-tune training model.

@BryonLewis
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Everything is templated out for the fine-tune training just need some executables (docker container and VIAME desktop) to test with.

@BryonLewis
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Tested the following:

  • Web version will display the --init-weights command when configured in the UI.
  • Desktop version does the same and displays --init-weights.

Possibly Todo:

  • Better arrangement of values (like dividing into system models and user models)
  • Styling for the training menu so it expands better, possibility having a max height and scrolling.

@BryonLewis BryonLewis marked this pull request as ready for review September 24, 2023 18:09
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Fine-Tune Training
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@BryonLewis