The Raspberry Pi is a wonderful platform for DIY electronics. You can always expand them with additional modules. The Sixfab AI HAT+ for Raspberry Pi 5 is designed for running vision AI workloads. You get up to 25 TOPS at INT8. The most powerful version has 2 GB RAM and supports multi-model, multi-camera workflows.
This NPU draws 3W of power. To get started, just mount the unit, install the DEEPX runtime, verify the driver and runtime, and you are ready to run live object detection. You will just have to run the following command, verify, and run the hello world program to get started with a YOLOv8 demo:
sudo apt install sixfab-dx
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