Programs can understand images or videos thanks to computer vision, sometimes referred to as image recognition software. This application accepts input in the form of images, and a computer vision algorithm produces output in the form of a label or bounding box. Other components of image recognition include scene reconstruction, object recognition, and picture restoration.
Software of this type must be distinguished from related software. Even though a lot of data science and machine learning systems offer tools for training computer vision models, The Machine Learning category is dedicated to tools ( that provide various machine learning capabilities, such recommendation engines and pattern recognition, even if image recognition is technically a type of machine learning. Software designed specifically for text recognition may be found in the Optical Character Recognition (OCR) category.