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Assign jobs to workers automatically #7111

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2 tasks done
ashwin-999 opened this issue Nov 7, 2023 · 2 comments
Open
2 tasks done

Assign jobs to workers automatically #7111

ashwin-999 opened this issue Nov 7, 2023 · 2 comments
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enhancement New feature or request

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@ashwin-999
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Actions before raising this issue

  • I searched the existing issues and did not find anything similar.
  • I read/searched the docs

Is your feature request related to a problem? Please describe.

Say, trying to annotate 10000 images in a task with each job containing 50 images. This would mean a total of 200 jobs and it falls on the owner of the task to split it equally among workers.

Describe the solution you'd like

I'm wondering if it's possible to assign jobs to workers automatically instead of manually assigning each job. Alternatively, workers should be able to pick up jobs from a task as they finish their current job at hand.

Describe alternatives you've considered

I could potentially find a way to achieve this using CVAT Python API (I'm still in my early stages of research on whether this can actually be done). But ideally, I am looking for a solution that does not involve fidgeting with scripts (specially useful for non-technical folks in the team)

Additional context

No response

@ashwin-999 ashwin-999 added the enhancement New feature or request label Nov 7, 2023
@zhiltsov-max
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Hi, you can probably achieve this with our Toloka integration. Please check if you're interested in trying out this functionality, and write to us using the contact form on the site.

@JorritGr
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JorritGr commented Oct 8, 2024

We also run large scale labelthons with 25+ participants, a function to auto divide jobs over available worker would be really useful. Right now we have 1 person who is continuously responsible for monitoring this.
I'm also looking into achieving this using the python SDK.

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