An Analysis of How Artificial Intelligence is Used in the Field of Image Identification

Abstract

Humans are adept at recognizing and detecting items that are right in front of them. People are extremely aware of how quickly and accurately the human visual system can carry out difficult tasks like object recognition and identification. But imagine a scenario in which they must retrieve a ring from a table that contains various-sized boxes and other objects. It will take a while to look for the key, and they will encounter several challenges. With the help of a computer program, one can quickly locate a ring, and with the help of a large quantity of data and an algorithm, one can quickly train datasets to accurately recognize and categorize a variety of items. Machine learning (ML) and artificial intelligence (AI) are current trends. The most well-known area of artificial intelligence is computer vision. Computer science and software that can detect and comprehend pictures are known as "computer vision." It also has object detection, imagine recognition, and more. Author of the paper has tried to describe the ideas behind contemporary object detection, object categorization, and object recognition.