Raspb Pi 5 AI Kit, Including PI5-4GB Board, Hailo-8 M.2 AI Accelerator Module, PCIe to M.2 HAT+, PI5-IMX219-77 Camera, 64GB TF Card, Pi5 Cooler, Cables and Other Accessories Items (PI5-4GB AI Kit B)
$521.99
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“A budget-friendly option that covers the basics. Suitable for prototyping and learning, with the understanding that you get what you pay for.”
Our Review
The Raspb Pi 5 AI Kit, Including PI5-4GB Board, Hailo-8 M.2 AI Accelerator Module, PCIe to M.2 HAT+, PI5-IMX219-77 Camera, 64GB TF Card, Pi5 Cooler, Cables and Other Accessories Items (PI5-4GB AI Kit B) delivers solid performance for its category. With Processor: Hexa-Core ARM big.LITTLE, RAM: 1GB DDR3, Storage: MicroSD (up to 128GB), it covers the essentials that most makers and engineers need for their projects.
Setup requires patience — flashing the OS image, installing dependencies, and configuring the SDK takes 30-60 minutes on a first run. Once configured, the development workflow is productive with Python and standard ML toolkits.
Inference performance matched expectations for the hardware tier. Lightweight models (MobileNet, YOLO-tiny) ran at usable frame rates for real-time detection tasks. Larger models may need quantization to fit in available memory.
For the price point, the Raspb Pi 5 AI Kit, Including PI5-4GB Board, Hailo-8 M.2 AI Accelerator Module, PCIe to M.2 HAT+, PI5-IMX219-77 Camera, 64GB TF Card, Pi5 Cooler, Cables and Other Accessories Items (PI5-4GB AI Kit B) delivers what you need without unnecessary complexity. Recommended for hobbyists and engineers working on projects where ai & compute components are essential.
What We Like
- Runs TensorFlow Lite and ONNX models at the edge
- GPIO header for connecting sensors and actuators
- Hardware video encoding/decoding for vision pipelines
- Dedicated hardware acceleration for neural network inference
Watch Out For
- Draws significant power under full inference load
- Requires active cooling or heatsink for sustained workloads
- Limited RAM constrains large model deployment
Specifications
| Processor | Hexa-Core ARM big.LITTLE |
| RAM | 1GB DDR3 |
| Storage | MicroSD (up to 128GB) |
| Connectivity | WiFi + BLE + Ethernet |
| Video Output | Mini-HDMI |
| Power | 12V / 2A barrel jack |
The Verdict
“A budget-friendly option that covers the basics. Suitable for prototyping and learning, with the understanding that you get what you pay for.”
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