ASUS Tinker Edge R is a powerful single-board computer (SBC) specifically designed for artificial intelligence (AI) applications. It is powered by the Rockchip RK3399Pro SoC, which features a hexa-core ARM Cortex processor, combining dual ARM Cortex-A72 cores and quad ARM Cortex-A53 cores. This architecture allows for efficient processing and multitasking capabilities, making it ideal for various AI tasks.
Key Features
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Neural Network Processor (NPU): The Tinker Edge R includes an integrated Rockchip NPU that enhances machine learning inference capabilities, achieving up to 3 tera-operations per second (TOPS) while consuming only 1.5 watts at maximum load. This optimization makes it suitable for running complex neural network models efficiently.
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Connectivity Options: The board is equipped with multiple interfaces, including HDMI, USB Type-C, MIPI-CSI for camera connections, and a 40-pin GPIO header for additional expansions. It also supports gigabit Ethernet, Wi-Fi, and Bluetooth for versatile networking capabilities.
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Operating System Support: Tinker Edge R supports both Debian and Android operating systems, providing flexibility for developers to choose their preferred environment for application development.
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Developer Tools: ASUS offers a comprehensive API and SDK that facilitate the deployment of machine learning models, including support for popular frameworks like TensorFlow, Caffe, and ONNX. This makes it easier for developers to implement AI solutions on the board.
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Power Supply: The board operates on a 12V to 19V DC input, ensuring stable power delivery for demanding applications.
Applications
The Tinker Edge R is designed for various applications, including:
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Smart Devices: Its low power consumption and high performance make it suitable for IoT devices that require local AI processing.
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Computer Vision: With multiple camera interfaces, it can be used in applications such as facial recognition, object detection, and depth measurement.
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Machine Learning Projects: Ideal for developers and hobbyists looking to experiment with AI and machine learning, the Tinker Edge R provides a robust platform for prototyping and deployment.
The ASUS Tinker Edge R represents a significant advancement in the field of AI development boards, combining powerful hardware with user-friendly features to support a wide range of applications in artificial intelligence and machine learning[1][2][3][4].
Further Reading
1. https://tinker-board.asus.com/series/tinker-edge-r.html
2. Tinker Edge R, Arm-based Single Board Computer (SBC), ASUS IoT embedded device , AI applications
3. Tinker Edge R – OKdo
4. Asus Tinker Board Edge R Rockchip RK SBC – Avnet Embedded
5. Forums – Tinker Board Forum