Convolutional Neural Network

A parameterized function composed of interconnected units organized in layers with nonlinear activations.

Networks with recurrent connections for sequences; largely supplanted by Transformers for many tasks.

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

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

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

Assigning category labels to images.

A parameterized function composed of interconnected units organized in layers with nonlinear activations.