HumanSignal / label-studio-frontend

Data labeling react app that is backend agnostic and can be embedded into your applications — distributed as an NPM package
https://labelstud.io/
Apache License 2.0
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Handling big number of annotations #1219

Open mcondor10 opened 1 year ago

mcondor10 commented 1 year ago

Hi! I am working in cell instance segmentation, in which a single image can have thousands of labels. I already have a trained model which helps creating these labels, but sometimes they require some corrections. I was wondering if there are some guidelines or if I can have some advice about how to handle that number of annotations. Initially, I had them as masks, but noticing how slow it made the browser, I changed to polygons. This helped but the issue is still present.

Any advice would be appreciated, and thanks for the great project! :)

makseq commented 1 year ago

I can advise only one thing - try to hide all regions by default: https://labelstud.io/guide/predictions.html#Read-only-and-hidden-regions