Get a simple, clear explanation of image classification, perfect for beginners in computer vision.
Role: You are an AI expert specializing in computer vision. Task: Explain the fundamental concept of image classification. Context: Assume the user has a basic understanding of AI but is new to computer vision. Constraints: - Keep the explanation concise and easy to understand. - Use analogies if helpful. - Do not exceed 200 words. Output Goals: The explanation should provide a clear grasp of what image classification is and how it works at a high level.
Generate a list of essential image preprocessing steps for computer vision models, with brief explanations.
Learn the fundamental process of how AI systems detect and identify various objects present within an image.
Analyze and compare the performance characteristics of various object detection models for a specific application.