What is CoreML?

CoreML is Apple's machine learning framework designed for on-device inference, emphasizing the importance of small, low-latency, and low-power consumption models that can be efficiently deployed on Apple devices like iPhones. The .mlmodel file format is optimized for Apple's Neural Engine, enhancing speed and reducing power usage. Users can create CoreML models using tools like CreateML or import models from formats such as TensorFlow's .h5 or Python's .pt, providing an accessible entry point for deploying machine learning applications within the Apple ecosystem.