Overview
Core ML is Apple's machine learning framework that allows developers to integrate trained machine learning models directly into their applications. It supports a wide variety of model types, including neural networks, tree ensembles, and support vector machines. Core ML optimizes on-device performance by leveraging the CPU, GPU, and Neural Engine (ANE) of Apple devices. The framework provides an API for model prediction, supports model conversion from popular formats like TensorFlow and PyTorch, and offers tools for evaluating model accuracy and performance. Use cases include image recognition, natural language processing, and predictive analytics directly within iOS, macOS, watchOS, and tvOS applications, enhancing user privacy and reducing reliance on network connectivity.