I’m looking into Geniatech Edge AI devices for a few upcoming projects focused on real-time data processing at the edge. Their ARM-based solutions look promising, especially for applications like smart cameras, IoT analytics, and AI inference without relying on cloud connectivity. Has anyone here used their devices in production environments? How’s the performance, thermal management, and integration with TensorFlow Lite or ONNX? I’m also curious about long-term support and software updates. If you’ve tried Geniatech or have other reliable Edge AI hardware to recommend, I’d really appreciate your input.

...I’ve used this Geniatech Edge AI device in a smart surveillance project, and they performed impressively for real-time inference at the edge. Their APC3588 with the RK3588 processor and optional Hailo-8 accelerator delivers solid performance with low power usage and good thermal management. Integration with TensorFlow Lite was smooth, and ONNX support worked well for our models. Software updates have been steady, and Geniatech’s support was responsive. If you're looking for a reliable, ARM-based Edge AI solution, I'd definitely recommend checking out the Geniatech APC3588 for your projects.