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WWDC24 : Deploy machine learning and AI models on-device with Core ML

REVENUE : NOT AVAILABLE EMPLOYEES : 164,000 + CEO : TIM COOK FOUNDED : 1976

Core ML is Apple ’ s machine learning framework that is designed to integrate AI capabilities into iOS , macOS , watchOS and tvOS applications . It focuses on on-device machine learning , prioritising user privacy and reducing reliance on cloud processing .

The AI supports a broad range of model types , including neural networks , and is optimised for Apple hardware by leveraging the neural engine in Apple silicon and minimising memory footprint and power consumption . Developers can convert models from popular frameworks like TensorFlow and scikit-learn to Core ML format .

Core ML excels in tasks such as image analysis , natural language processing and sound analysis . Its integration with Apple ’ s ecosystem allows for seamless implementation of AI features in apps , ensuring high performance and energy efficiency on Apple devices .

By leveraging Core ML , developers can create intelligent features and enable new experiences in their apps , taking advantage of powerful on-device machine learning capabilities across Apple ’ s ecosystem . mobile-magazine . com 71