Description
Reviews
| Brand | - |
| Category | Robotics / STEM Teaching Tools / Development, Learning, Evaluation & Industrial Control Boards |
| Origin | - |
| Processor | Ascend 310B AI Processor |
| AI Performance | 20 TOPS (INT8) |
| CPU Architecture | Quad-core ARM Cortex-A55 |
| Memory | 8GB LPDDR4X |
| Storage | 32GB eMMC + MicroSD Slot |
| Wireless Connectivity | Dual-band WiFi 6 & Bluetooth 5.2 |
| Video Output | HDMI 2.0, MIPI DSI |
| Camera Interface | 2x MIPI CSI-2 |
| Expansion Interfaces | 40-pin GPIO, PCIe 2.0, USB 3.0 |
| Power Supply | USB Type-C 5V/3A |
Anonymous
Mar 31, 2026
Rating: 4/5
Great hardware, documentation needs work
The board itself is powerful and runs cool under load. However, getting the drivers set up for some specific sensors took longer than expected due to sparse documentation. Once running, it's very stable.
Anonymous
Mar 27, 2026
Rating: 5/5
Excellent performance for edge AI projects
The 20 TOPS performance is real. I successfully deployed a YOLOv8 model for object detection and the inference speed is impressive compared to other boards in this price range. The onboard WiFi makes setup very convenient.
Anonymous
Mar 25, 2026
Rating: 4/5
Good value for learning machine learning
As a student, this is an affordable way to get into edge computing. The pre-installed software image helps get started quickly. Only giving 4 stars because the community forum is still growing.
Anonymous
Mar 16, 2026
Rating: 3/5
Hardware is great, software ecosystem is maturing
The hardware specs are undeniable for the price. However, if you rely on very specific Python libraries, you might encounter some compatibility issues that require manual compilation. Patience is key.
Anonymous
Mar 15, 2026
Rating: 5/5
Perfect for my autonomous robot
I needed something with strong AI capabilities and wireless connectivity for a mobile robot. This board fits perfectly. The GPIO pins are easy to interface with motor drivers, and the Bluetooth connection is solid.
Anonymous
Mar 01, 2026
Rating: 5/5
Reliable for prototyping industrial solutions
We used this for a smart camera prototype. The dual camera interfaces are a huge plus. The build quality feels robust enough for our initial field testing phase.
Q: Is there active cooling required or is the passive heatsink enough?
A: For most standard AI workloads, the included passive heatsink is sufficient. If you plan to run continuous heavy inference at high ambient temperatures, adding a small fan is recommended.
Q: Does the 20 TOPS apply to FP16 or INT8 precision?
A: The 20 TOPS rating refers to INT8 precision. For FP16 operations, the performance will be lower, typically around 10 TFLOPS depending on the specific model architecture.
Q: Does this board support Ubuntu or only Android?
A: The OrangePi Ascend AI Pro primarily supports a customized Ubuntu-based OS optimized for the Ascend NPU. Android support is currently limited and not recommended for development purposes.
Q: Can I connect a Raspberry Pi Camera Module v2 directly?
A: No, the pinout and protocol are different. You need a camera module specifically compatible with the MIPI CSI-2 interface used by the OrangePi Ascend series.
Q: What is the power consumption under full AI load?
A: Under full AI inference load, the board typically consumes between 4W to 6W. We recommend using a high-quality 5V/3A USB-C power adapter to ensure stability.
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