Instance Segmentation
A computer vision task combining object detection and semantic segmentation, detecting and segmenting individual objects.
In more detail
Instance segmentation identifies and segments each object instance separately (unlike semantic segmentation which doesn't distinguish instances). Used in robotics, medical imaging, and scene understanding.
Examples
- Counting objects in images
- Medical imaging with individual organ segmentation
- Autonomous driving object tracking
Related terms
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