Multimodal AI
Instance segmentation
Marking the exact area of each separate object in a picture.
Example
A vision system outlines each person in a crowd separately.
Why people use it
It distinguishes separate objects even when they belong to the same category.
What you'll hear
“Outline each person separately.”
What this means for you
Check object separation where objects overlap or touch.
Can you control it?
Developer-only
The people building or running the AI choose this setup. An everyday user generally needs their help to change how this part works.
Common questions
- Can an unfamiliar object be missed?
- Yes. The system may struggle with object types or appearances that its learning did not prepare it to recognize.
- Can two touching objects be merged by mistake?
- Yes. Overlap and unclear edges can make separate objects look like one.
- Does it identify who each person is?
- No. Separating people in an image does not establish their names or identities.