Orange Pi RV2 8GB RAM LPDDR4X RISC V 8 Core 2Tops Al Arithmetic Power Development Board, Wi-Fi 5+BT 5 with BLE Support Single Board Computer Run Ubuntu24.04 (8GB+Supply)

For a competitive price, the Orange Pi RV2 8GB RAM LPDDR4X RISC V 8 Core 2Tops Al Arithmetic Power Development Board, Wi-Fi 5+BT 5 with BLE Support Single Board Computer Run Ubuntu24.04 (8GB+Supply) packs respectable specs: Processor: Hexa-Core ARM big.LITTLE, RAM: 512MB DDR3, Storage: MicroSD (up to 128GB). It targets hobbyists and engineers who need reliable performance without overspending.

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.

Overall, the Orange Pi RV2 8GB RAM LPDDR4X RISC V 8 Core 2Tops Al Arithmetic Power Development Board, Wi-Fi 5+BT 5 with BLE Support Single Board Computer Run Ubuntu24.04 (8GB+Supply) fills its role well. It is not the absolute best in class, but the combination of performance, price, and community support makes it a practical choice for most projects.