For Instance Segmentation, what is the best approach to annotating masks partially hidden by an object? Iām labeling ādumpstersā and ātrashā. The below image shows ātrashā sitting on top of the ādumpsterā. When annotating the ādumpsterā, should I include this boundary in the ādumpsterā class or should I act like the trash isnāt there and draw a straight line through to connect the visible parts of the dumpster? Iāve drawn a red box around the specific area in question.
Are there any transformations that can help with this? My main concern is training my model that a dumpster has an erratic shape, when in actuality itās straight lines.
Thank you so much @Ford ! Youāre the only person to respond in the several different websites I was asking this. For those that stumble upon thisā¦take a step back and ask yourself what youāre trying to do. For my use case, I want to get a rough % of fullness based on the ādumpsterā and ātrashā masks. I was so far into my project that I took a step back and simply asked āis that piece of trash part of that dumpster?ā. In my case, Noā¦it is not. Furthermore, based on what Iām trying to do Iād get getting erroneous āvolumeā for my dumpster.
