Image Classification

Intermediate

Assigning category labels to images.

Full Definition

Assigning category labels to images.

Keywords

label prediction

Domains

Computer Vision

Related Terms

Computer Vision narrower than

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

 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.

 CLIP related to

Joint vision-language model aligning images and text.

 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.

 Segmentation related to

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

Concept Map

See how Image Classification connects to other concepts.

Open Knowledge Graph