SimCLR with R-CNN for instance segmentation

[timothyvanco]

Hi, is it possible to use SimCLR as pretext task - or SSL method with R-CNN (for example Faster R-CNN) to find instance segmentations in images? For example I have a dataset with 10 000 images, but just 500 are annotated. So I will use SimCLR (or other SSL method) to pre-train CNN and then use 500 annotated images for fine tuning.