Image classification

Image classification.jpg
Image classification

Image classification refers to labeling images with categorical labels. It is a core task in computer vision and visual recognition systems. Key aspects:

Image classification powers abilities like identifying people, objects, and scenes. High accuracies can now be achieved using deep convolutional neural networks trained on large labeled datasets.

Ongoing challenges include correctly classifying images with multiple objects, uncommon viewpoints, or ambiguity. And responsible data practices are imperative for classification.

See also: