NaloVision

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NaloVision is an engineering prototype and edge-AI telemetry lab. It is designed to test the performance, thermal limits, and latency of running large Vision-Language Models (VLMs) strictly on-device using Apple Silicon.

The app allows users to capture photos and run a localized AI model to generate Image Signal Processor (ISP) telemetry, scene complexity, and lighting analysis. The generated telemetry is then seamlessly embedded into the TIFF metadata of the saved JPEG image. VisionBench operates entirely offline after the initial model download, ensuring complete user privacy with no cloud API dependencies.