Feature Roadmap May 2022

[glenn-jocher]

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• I have searched the HUB issues and found no similar feature requests.

Description

• Hard drive space check before dataset download
• Exponential standoff in final checkpoint upload fails with time cutoff, i.e. 60 min.
• HUB training CI for ultralytics staged changes and for official package
• Re-submit metrics on next metrics sync (TODO: requires payload/backend changes)

Use case

No response

Additional

No response

[glenn-jocher]

@kalenmike I've added disk space checks and exponential standoff with retry on all uploads now, raised a few issues that were uncovered in the process. Default is 3 retries with a 60s timeout on all uploads now, 10 retries with 3600s timeout on final model.

Re-uploading failed metrics is going to require some changes to the payload though, we can collaborate on this Wednesday at the office.

[glenn-jocher]

Example code blocks for 'bring your own agent' section:

pip install -U ultralytics

import ultralytics
ultralytics.start('API_KEY_HERE')

[kalenmike]

We have migrated this issue content over to our project. Please follow https://github.com/orgs/ultralytics/projects/10 for future updates.