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Make AI Model Training work with tasks #8265

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daniel-wer opened this issue Dec 5, 2024 · 1 comment
Open
1 of 3 tasks

Make AI Model Training work with tasks #8265

daniel-wer opened this issue Dec 5, 2024 · 1 comment

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@daniel-wer
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Detailed Description

As far as I can see two things are missing:

  • Allow to specify task IDs instead of annotation IDs as the training data source. To do this I think it would be easiest to look up the (or are there multiple?) annotation ID for a specific task ID and continue to use that. This way, no changes in the worker should be needed. (@fm3 Could you comment on whether that's possible?)
  • Take into account task bounding boxes and not only user bounding boxes

Context

  • Specific to long-running jobs (set jobsEnabled=true in application.conf)

Training data for model trainings is often created using tasks. It should be possible to start a training from these.

@fm3
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fm3 commented Dec 5, 2024

Sounds good! Yes, there may be multiple annotation ids per task. We should also decide if only “finished” instances should be used, or also “active” ones.

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