is there a way to classify images as utility images?
Generated on 8/2/2024
1 search
Yes, there is a way to classify images as utility images using the Vision framework. The new request called calculateImageAestheticScoresRequest can be used to assess image quality and find memorable photos. This request generates an ImageAestheticScoresObservation, which includes an overall score indicating how well taken the image is. Additionally, this observation has a property called isUtility, which is true for photos that are well taken but have non-memorable content, such as screenshots or photos of receipts.
For more details, you can refer to the session Discover Swift enhancements in the Vision framework (13:46).
Keep colors consistent across captures
Meet the Constant Color API and find out how it can help people use your app to determine precise colors. You’ll learn how to adopt the API, explore its scientific and marketing potential, and discover best practices for making the most of the technology.
Bring your machine learning and AI models to Apple silicon
Learn how to optimize your machine learning and AI models to leverage the power of Apple silicon. Review model conversion workflows to prepare your models for on-device deployment. Understand model compression techniques that are compatible with Apple silicon, and at what stages in your model deployment workflow you can apply them. We’ll also explore the tradeoffs between storage size, latency, power usage and accuracy.
Discover Swift enhancements in the Vision framework
The Vision Framework API has been redesigned to leverage modern Swift features like concurrency, making it easier and faster to integrate a wide array of Vision algorithms into your app. We’ll tour the updated API and share sample code, along with best practices, to help you get the benefits of this framework with less coding effort. We’ll also demonstrate two new features: image aesthetics and holistic body pose.
What’s new in Create ML
Explore updates to Create ML, including interactive data source previews and a new template for building object tracking models for visionOS apps. We’ll also cover important framework improvements, including new time-series forecasting and classification APIs.