Computer Vision

Intermediate

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

Full Definition

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

Keywords

images detection

Domains

Computer Vision

Related Terms

Object Detection narrower than

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

 Image Classification narrower than

Assigning category labels to images.

 Deep Learning used in

A branch of ML using multi-layer neural networks to learn hierarchical representations, often excelling in vision, sp...

 Semantic Segmentation narrower than

Pixel-wise classification of image regions.

 Instance Segmentation narrower than

Pixel-level separation of individual object instances.

 Object Detection related to

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

 Segmentation related to

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

 Image Classification related to

Assigning category labels to images.

 Instance Segmentation related to

Pixel-level separation of individual object instances.

 Convolutional Neural Network related to

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

Concept Map

See how Computer Vision connects to other concepts.

Open Knowledge Graph