This is an enhancement of object detection, where the marking occurs at the shape level of the object, or in other words, at the pixel level. This is used for more detailed annotation needs, for example in the medical field to mark anomaly shapes in X-ray images.
Accurately segments objects at the pixel level for detailed shape analysis.
Simultaneously identifies and segments multiple object classes in complex scenes.
Precise anomaly detection in X-rays, MRIs, and CT scans
Differentiates between multiple objects of the same class
Maintains sharp boundaries and fine details
Example medical image segmentation with transparent masks
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