What do you mean by image representation?

Image representation refers to the way visual information is encoded and stored in a format that can be processed by computers. This includes the pixel values that make up an image, as well as features extracted from it, such as edges, textures, or shapes. Effective image representation is crucial for tasks in computer vision, such as image recognition or classification, as it impacts how well algorithms can interpret and analyze visual data. Techniques like feature extraction, dimensionality reduction, and embeddings are often used to enhance image representation.