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USB Edge TPU ML Accelerator processor for Raspberry Pi and Other Embedded Single Board Computers
USB Edge TPU ML Accelerator processor for Raspberry Pi and Other Embedded Single Board Computers
USB Edge TPU ML Accelerator processor for Raspberry Pi and Other Embedded Single Board Computers
USB Edge TPU ML Accelerator processor for Raspberry Pi and Other Embedded Single Board Computers
Coral USB Accelerator provides high performance ML inferencing with a low power cost over a USB 3.0 interface.
USB Edge TPU ML Accelerator processor for Raspberry Pi and Other Embedded Single Board Computers
Item #: 181267336

USB Edge TPU ML Accelerator processor for Raspberry Pi and Other Embedded Single Board Computers

Item #: 181267336

BIF 533110

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Coral USB Accelerator provides high performance ML inferencing with a low power cost over a USB 3.0 interface.
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What Stands Out

High performance
Accelerates machine learning tasks with exceptional speed, enabling real-time inference on edge devices, significantly enhancing the capabilities of Raspberry Pi and other embedded systems.
Compact design
Designed for space-constrained applications, this small coprocessor integrates seamlessly with embedded single-board computers, maintaining a clean and efficient architecture.
Versatile compatibility
Compatible with various embedded platforms beyond Raspberry Pi, offering users the flexibility to implement machine learning across diverse projects and environments, maximizing investment potential.

Product Details

Shop USB Edge TPU ML Accelerator processor for Raspberry Pi and Other Embedded Single Board Computers online at a best price in Burundi. B07R53D12W
  • Powerful ML inferencing capabilities with low power cost over USB 3.0
  • Executes state-of-the-art mobile vision models at 100+ fps
  • Developed in TensorFlow Lite and supports MobileNet and Inception architectures
  • High speed inferencing with low power consumption and small footprint
  • Built using Arm Cortex-M0+ Microprocessor with 16 KB Flash memory
  • Compatible with Google Cloud and supports Debian Linux on host CPU
Memory Storage Capacity16 KB
Processor Speed32 MHz
Connectivity TechnologyUSB
Operating systemLinux
Processor BrandARM
RAM Memory TechnologyLPDDR3
Processor Count1
Total Usb Ports1
BrandGoogle-Coral
UPC 608614201389
Model NumberCoral-USB-Accelerator
Mfr Part NumberCoral-USB-Accelerator
ManufacturerGoogle Coral
CPU Speed32 MHz
Item Weight0.2 lbs (90 grams)

Who Should Buy?

Suitable For
  • AI Developers

    Ideal for developers creating machine learning models and applications on Raspberry Pi and embedded systems.

  • Hobbyist Projects

    Perfect for hobbyists interested in integrating machine learning capabilities into their DIY electronics projects.

  • Educational Use

    Great for educators teaching AI concepts and hands-on machine learning in a classroom or workshop setting.

Not Suitable For
  • Casual Users

    Not suited for general users looking for simple plug-and-play solutions without a technical background.

Product Description

About This Item

Introducing the Google Coral USB Edge TPU ML Accelerator - the ultimate coprocessor for Raspberry Pi and other embedded single board computers. This powerful device brings advanced machine learning (ML) inferencing capabilities to your existing Linux systems. Featuring the highly efficient Edge TPU, a small ASIC designed and developed by Google, the Coral USB Accelerator provides you with high-performance ML inferencing while consuming minimal power through a USB 3.0 interface. With its cutting-edge technology, this accelerator can execute state-of-the-art mobile vision models, such as MobileNet v2, at over 100 frames per second in a power-efficient manner. The Coral USB Accelerator allows you to enable fast ML inferencing on your embedded AI devices, all while maintaining a power-efficient and privacy-preserving approach.

Models are developed using TensorFlow Lite and then compiled to run seamlessly on this accelerator, providing you with high-speed inferencing capabilities. One of the key benefits of the Edge TPU is its ability to deliver low-power ML inferencing without compromising on performance. This coprocessor is equipped with an Arm 32-bit Cortex-M0+ Microprocessor (MCU) with up to 32 MHz clock speed, ensuring outstanding speed and efficiency. In addition to its impressive performance, the Coral USB Accelerator also boasts a small footprint, making it a flexible and versatile solution for your embedded systems. It comes with a USB 3.1 (gen 1) port and cable, ensuring a SuperSpeed data transfer rate of up to 5Gb/s. The Coral USB Accelerator is fully compatible with Google Cloud and supports Debian Linux on host CPUs.

You can develop models using TensorFlow and take advantage of its compatibility with popular architectures like MobileNet and Inception. Furthermore, the device supports custom architectures, opening up endless possibilities for your ML projects. At Ubuy, we offer a range of e-commerce options for Raspberry Pi and other embedded single board computers, allowing you to conveniently shop for high-quality embedded computing products and components. Whether you are an AI enthusiast, a hobbyist, or a professional developer, our online store provides you with a seamless shopping experience for all your embedded system needs. Discover the future of embedded AI with the Google Coral USB Edge TPU ML Accelerator.

Shop now and unlock the potential of your embedded systems!.

Have any Query? Chat with us

Customer Questions & Answers

  • Question: What is the Edge TPU?

    Answer: The Edge TPU is a small ASIC designed and built by Google that provides high performance ML inferencing with a low power cost over a USB 3.0 interface.
  • Question: Which models does the Coral USB Accelerator support?

    Answer: It fully supports MobileNet and Inception architectures though custom architectures are possible.
  • Question: What is included in the package?

    Answer: The package includes the Coral USB Accelerator and a USB Type-C to Type-A cable.

Google Coral Single Board Computers Coral-USB-Accelerator Editorial Review

The Google Coral USB Edge TPU ML Accelerator is garnering positive attention for its performance, particularly in applications such as CCTV processing and machine learning inference. Users have found it to be a valuable addition to their Raspberry Pi and other embedded systems, particularly when paired with software like the Frigate CCTV system. The device seamlessly integrates, enabling efficient offloading of image processing tasks; this prevents overwhelming the host computer and enhances reliability in person and car detection. Users have reported significant improvements in inference times, with one individual noting a reduction from 1-1.5 seconds down to under 20 milliseconds when using TensorFlow Lite with the Coral. This leap in performance is highlighted as "amazing," and suggests that the device's capabilities notably exceed those of even relatively powerful processors like the 8th gen i5 NUC. Despite its higher price point, many Consumers feel justified in their purchase because of the efficiency gains it provides in machine learning applications. However, there are some technical hiccups to Consider; several users have experienced issues with the device being intermittently detected on Linux systems, primarily due to cheap USB cables. Those who invested in a better quality cable found that their problems were resolved, indicating that users should ensure they have robust connections for optimal performance. Overall, the Google Coral USB Edge TPU ML Accelerator is praised for its unparalleled performance in specialized applications, making it a strong choice for those looking to enhance their machine learning capabilities on low-power devices. **

Customer Reviews & Ratings

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Pros

  • Significant reduction in inference time for machine learning tasks
  • Seamless integration with popular software like Frigate
  • Efficient offloading of image processing from host devices

Cons

  • Higher price point may deter some customers

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