Segmentation

Intermediate

Assigning labels per pixel (semantic) or per instance (instance segmentation) to map object boundaries.

Full Definition

Assigning labels per pixel (semantic) or per instance (instance segmentation) to map object boundaries.

Keywords

pixel-level labeling

Domains

Computer Vision

Related Terms

Image Classification related to

Assigning category labels to images.

 Instance Segmentation related to

Pixel-level separation of individual object instances.

 Semantic Segmentation related to

Pixel-wise classification of image regions.

 Vision Transformer related to

Transformer applied to image patches.

 Convolutional Neural Network related to

Networks using convolution operations with weight sharing and locality, effective for images and signals.

 Computer Vision related to

AI focused on interpreting images/video: classification, detection, segmentation, tracking, and 3D understanding.

 Object Detection related to

Identifying and localizing objects in images, often with confidence scores and bounding rectangles.

Concept Map

See how Segmentation connects to other concepts.

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