Semantic
Segmentation

Associating each pixel of an image with the class label.
semantic-segmentation

Use Cases

full pixel semantic-segmentation

Full Pixel Semantic Segmentation

Used in the self-driving cars for object detection and surveillance drones where the pixel to pixel accuracy matters and affects the accuracy of models.

Instance segmentation for feature detection

Applicable in the training of perception models for the feature detection in a scene.

instance segmentation for feature detection
panoptic segmentation

Panoptic Segmentation

Used for the segmentation of the objects of the same class by assigning unique ID to each object in that class.

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