ZDNET’s key takeaways
- The Raspberry Pi AI kit for the Pi 5is available from a number of retailers, including Amazon.
- The kit is an easy way to add AI computational power to the Raspberry Pi 5.
- However, you’ll need to take measures to prevent it from overheating.
Artificial intelligence (AI) is everywhere — and now it has made its way to the Raspberry Pi. If you want to boost your Raspberry Pi 5 board with AI, the process is simple and affordable. All you need is the AI kit that dropped earlier this year.
The kit includes the Raspberry Pi M.2 HAT+ with a pre-installed M.2 2242-format board with the powerful Hailo 8L AI chip. This Neural Processing Unit (NPU) chip can perform at an impressive 13 trillion operations per second (TOPS). The M.2 HAT+ board, which launched last month, can be used with various M.2 accessories, including storage and AI accelerator boards.
Also: The Raspberry Pi 5 gets an AI upgrade
First off, the NPU comes pre-attached to the HAT+ board. I’ve looked at the device, and there’s a thermal pad between the two boards used to dissipate heat generated by the NPU. Yes, you can separate the two boards, but be aware that you will then need a new thermal pad.
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Fitting the board is a straightforward process. All you need is a Raspberry Pi 5 board. If you already have a board with an M.2 HAT+ installed, you’ll need to remove it to make way for the new board. This step is necessary to avoid any complications with the thermal pad.
I don’t want to mess with this thermal pad between the Hailo 8L AI NPU and the M.2 HAT+.
Adrian Kingsley-Hughes/ZDNET
Fortunately, everything you’ll require is included in the kit. There’s the AI board, a GPIO stacking header, as well as the necessary spacers and screws to ensure a secure fit.
Everything you need to fit the Raspberry Pi AI kit
Adrian Kingsley-Hughes/ZDNET
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One important component is the tiny ribbon cable connecting the AI board to the PCI Express interface. While the ribbon cables and connectors are relatively robust, you must handle them carefully.
Also: How to add fast M.2 accessories to your Raspberry Pi 5
To properly connect the cable, gently pull the tabs on either side with a fingernail or a plastic tool. Insert the cable with the copper contact points facing inward, and then secure the ribbon cable firmly by pushing down the cable holder from both sides.
The Raspberry Pi AI board fitted to a Pi 5, and everything housed in a snazzy case
Adrian Kingsley-Hughes/ZDNET
The AI board can be installed alongside the official Raspberry Pi 5 active cooler. I highly recommend using the active cooler because the Pi 5 and the Hailo 8L NPU generate significant heat. By improving the airflow between the two boards, you can manage the temperature and enhance overall performance.
The Raspberry Pi AI board generates quite a bit of heat and the design dumps that heat between the two boards.
Adrian Kingsley-Hughes/ZDNET
Once the hardware is connected, insert a microSD card containing the latest Raspberry Pi “Bookworm” operating system into the Pi 5 and boot up the system.
Insert the microSD card containing a copy of the latest Raspberry Pi operating system.
Adrian Kingsley-Hughes/ZDNET
During the boot-up process, you’ll need to install all the necessary dependencies for the Hailo chip, including drivers, firmware, middleware software, and post-processing libraries. Although this process may sound complex, you can accomplish this task with a single command from the terminal window:
sudo apt install hailo-all
