Image Classification

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

Pixel-level separation of individual object instances.

Pixel-wise classification of image regions.

Transformer applied to image patches.

Joint vision-language model aligning images and text.

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

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.