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[Feature] Apple Container and CoreML Support for Machine Learning

Source: immich-app/immich#25726 · opened by @burnziii
I have searched the existing feature requests, both open and closed, to make sure this is not a duplicate request. • Yes The feature Currently, Immich's machine learning features rely on ONNX Runtime or OpenVINO, which work well on x86 systems with NVIDIA GPUs or Intel hardware. However, for users running Immich on Apple Silicon Macs (M1/M2/M3/M4), the ML workloads cannot leverage the dedicated Neural Engine, resulting in suboptimal performance and higher power consumption compared to native CoreML execution. Additionally, with Apple introducing container support for macOS, there's an opportunity to provide a more native deployment experience for Mac users. …

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