![]() The Speech framework makes it easy to introduce custom vocabulary for speech recognition, so you can personalize your user experiences. The release of iOS 16.2 comes alongside a new version of iOS 15, iOS 15.7.2. 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. Use the Create ML app or framework to build custom models on top of Appleās latest visual feature extractors for images and multilingual transformer-based embeddings for text. If you need to know the build number as well, click the version number to see it. You can find the version of iOS, iPadOS, or iPod software installed on your iPhone, iPad, or iPod with your device or by using your computer. The window that opens might look different from the example shown here, but it always includes the macOS name followed by its version number. 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. From the Apple menu in the upper-left corner of your screen, choose About This Mac. Use the new Core ML Tools optimization module to help compress and optimize your models for deployment on Apple hardware. ![]() The new Async Prediction API simplifies the creation of interactive ML-powered experiences and aids in maximizing hardware utilization. ![]() iOS 15 also includes new privacy controls in Siri, Mail, and. Updates to the Core ML framework bring even faster model loading and inference. Apple Maps unveils beautiful new ways to explore the world, Weather is redesigned with full-screen maps and more graphical displays of data, Wallet adds support for home keys and ID cards, and browsing the internet with Safari is even simpler with a new tab bar design and Tab Groups.
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