The article evaluates whether Immich, a self-hosted photo management platform, requires a GPU for AI-powered features like facial recognition and photo search. It compares performance across CPU-only, Intel integrated graphics, and NVIDIA GPU configurations for tasks including video transcoding and machine learning inference. Benchmarks reveal significant speed improvements with hardware acceleration, particularly for large libraries, though CPU-only setups remain functional for smaller collections.