The Speech framework makes it easy to introduce custom vocabulary for speech recognition, so you can personalize your user experiences. The Natural Language framework enhances understanding of multilingual text using new transformer-based embedding models. Use VisionKit to easily integrate Visual Lookup and subject-lifting experiences into your app. New APIs in the Vision framework provide advanced image segmentation, animal body pose detection, and 3D human body pose leveraging depth information. Creating a model to understand the content of images has never been easier with the addition of multilabel classification, interactive model evaluation, and new APIs for custom training data augmentations. ![]() If the version number you need is bigger than what is shown in the App Store, you need to first update your macOS. Manage your shared document or send a copy from the File menu. Easily share and see updates about your document in Messages. Then follow the instructions to download and install Xcode (or update an existing installation): Open the App Store on your computer and search for ' Xcode '. Stay up to date on everyone’s recent activity in collaborative documents and get notifications when others join, comment, or make changes. Use the Create ML app or framework to build custom models on top of Apple’s latest visual feature extractors for images and multilingual transformer-based embeddings for text. Update to at least that minimum macOS version. Weight pruning, quantization, and palletization utilities can be applied during model conversion or while training your model in frameworks like PyTorch to preserve accuracy during compression. Use the new Core ML Tools optimization module to help compress and optimize your models for deployment on Apple hardware. IPSW Downloads Download current and previous versions of Apples iOS, iPadOS, macOS, watchOS, tvOS and audioOS firmware and receive notifications when new firmwares are released. About My Account Create an Account Login Forgotten Password. ![]() ![]() The new Async Prediction API simplifies the creation of interactive ML-powered experiences and aids in maximizing hardware utilization. Download current and previous versions of Apples iOS. Updates to the Core ML framework bring even faster model loading and inference.
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