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Hello, I suggest to include the fast validation library "faster-coco-eval" for validating coco & lvis datasets.
The guys from lightning.ai have been using it for a long time as an alternative backend for validation, instead of the dying pycocotools.
https://lightning.ai/docs/torchmetrics/stable/detection/mean_average_precision.html
For quick comparison, here is a table from the end of this document:
ultralytics eval compare considering data loading
Checklist
url
) rather than a repo (e.g.git_url
) is used in your recipe (see here for more details).