[EN] Make `ImageOps` faster - Githubissues

smlab-niser / tirtha-public

Project Tirtha

GNU Affero General Public License v3.0

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[EN] Make `ImageOps` faster #18

Open JeS24 opened 1 year ago

JeS24 commented 1 year ago

Feature request / Suggestion

ImageOps currently takes about 10 - 15 seconds per 2K+ (resolution) image. There are ways to make it faster:

[ ] By incorporating with the task itself, and removing the need for model load for each new contribution. Note that, celery -P threads effectively does this, but it can still be faster.
[ ] By batching images and inferencing on patches.

Self-check

[x] I have checked smlab-niser/tirtha-public and could not find any related open or closed feature request.

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This issue is stale because it has been open for 60 days with no activity. Remove stale label or comment to re-open.