Iām considering using semantic segmentation for a workflow but when I want to create it as a project type, it says ānot recommendedā.
Why is this the case? Does it generally perform worse than regular segmentation models? Does it only work well in specific cases, and if so, which ones?
Itās generally less useful than instance segmentation and you can flatten an instance segmentation prediction into a single mask but canāt convert a flattened mask into objects to get counts or differentiate between instances of the same class.
Weāve found that usually people are selecting semantic segmentation because they donāt know the difference or are confused about what to pick so de-emphasized it in the UI.
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