Computer Vision

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

Assigning category labels to images.

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

Pixel-wise classification of image regions.

Pixel-level separation of individual object instances.

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.

Pixel-level separation of individual object instances.

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