What can the AI HAT+ actually run?

It accelerates neural network inference for vision and small-model tasks through Raspberry Pi's toolchain. It is not a training device, and large language models run poorly on it. Expect object detection, pose estimation and similar workloads at interactive speeds.

Do I need the Active Cooler with the AI HAT+ installed?

Yes. The Pi 5 throttles under sustained load without active cooling, and the AI HAT+ adds heat on top of the board. The included cooler mounts under the HAT and is the intended setup.

Will the case fit with the HAT and cooler installed?

The Vilros case is made for Pi 5 HAT stacking, so the AI HAT+ and Active Cooler fit inside it. Taller third-party HATs may not.

Is the microSD card ready to use?

It ships with 64-bit Raspberry Pi OS written to it, so the board boots once assembled. You still need to complete first-boot setup and connect a display, keyboard and mouse.

What else do I need to start?

A monitor with micro-HDMI cable, a USB keyboard and mouse, and a camera module if you plan vision projects. The kit covers the board, accelerator, cooling, case, power and storage.

Is it worth it over buying the parts separately?

It is worth it if you want the AI HAT+ specifically and would otherwise buy the cooler, case, supply and card anyway. If you already own a Pi 5 or want a different accelerator, buy the parts you need instead.