How do I speed up Core Image rendering
Generated on 7/31/2024
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To speed up Core Image rendering, you can leverage several techniques and optimizations discussed in the WWDC sessions. Here are some key points:
-
Use Metal for Rendering: If your app needs performance or control beyond what is provided by
UIImage
, you can display using Core Image and Metal. This is particularly useful when you want to interactively change the image. Setting up an MTK view for extended range content and applying filters to create an edited CI image can help in achieving better performance. -
Optimize with Swift Concurrency: When processing multiple images, using concurrency can significantly improve performance. Instead of processing images one at a time in a loop, you can process batches of images simultaneously. This approach is discussed in the session on Vision framework enhancements, but the principles can be applied to Core Image as well.
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Efficient Use of Filters: Apply appropriate filters to create edited CI images and use the
apply gain map
API to combine images efficiently. This can help in reducing the rendering time by optimizing the filter application process. -
Use of Extended Range Contexts: When rendering HDR images, create an extended range CGContext with RGBA half-float pixels and an extended color space. This allows you to use the full dynamic range of the context, which can improve rendering performance.
For more detailed information, you can refer to the following sessions and chapters:
- Use HDR for dynamic image experiences in your app (18:24)
- Discover Swift enhancements in the Vision framework (08:59)
These sessions provide insights into optimizing image processing and rendering using Core Image and related technologies.
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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.
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Use HDR for dynamic image experiences in your app
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