Image Classification

Image classification is a technique in computer vision AI that involves identifying and categorizing objects within an image. It is a critical component in many applications, such as facial recognition, object detection, and autonomous vehicles. Image classification algorithms use deep learning techniques, such as convolutional neural networks (CNNs), to analyze images and identify patterns that can be used to categorize them.

The process of image classification involves several steps, including preprocessing the image to enhance its features, segmenting the image to identify regions of interest, and extracting features from these regions. The extracted features are then fed into the deep learning algorithm, which learns to classify the image based on its features. Image classification is a powerful tool in computer vision AI that has many practical applications, from helping to identify diseases in medical images to improving surveillance and security systems.