Coral AI Development Board

The Coral AI Development Board is a single-board computer that’s ideal when you need to perform fast machine learning (ML) inferencing in a small form factor. You can use the Dev Board to prototype your embedded system and then scale to production using the onboard Coral System-on-Module(SoM) combined with your custom PCB hardware. The on-board Edge TPU coprocessor is capable of performing 4 trillion operations per second,  using 0.5 watts for each TOPS.

Performs high-speed ML inferencing

The on-board Edge TPU coprocessor is capable of performing 4 trillion operations (tera-operations) per second (TOPS), using 0.5 watts for each TOPS (2 TOPS per watt). For example, it can execute state-of-the-art mobile vision models such as MobileNet v2 at almost 400 FPS, in a power-efficient manner. See more performance benchmarks.

Provides a complete system

A single-board computer with SoC + ML + wireless connectivity, all on the board running a derivative of Debian Linux we call Mendel, so you can run your favorite Linux tools with this board.

Supports TensorFlow Lite

No need to build models from the ground up. TensorFlow Lite models can be compiled to run on the Edge TPU.

Supports AutoML Vision Edge

Easily build and deploy fast, high-accuracy custom image classification models to your device with AutoML Vision Edge.

Scale from prototype to production

Considers your manufacturing needs. The SoM can be removed from the baseboard, ordered in bulk, and integrated into your hardware.

Useful Links:

1. Edge TPU Compiler
2. Pre-Compiled Models

Application note:

http://Get started with the Dev Board 

http://Connect to the Dev Board I/O pins

http://Connect a camera to the Dev Board

http://Connect to the Dev Board’s serial console

http://Update or flash the Dev Board

Software Guides:

http://Model compatibility on the Edge TPU

http://Edge TPU inferencing overview

http://Run multiple models with multiple Edge TPUs

http://Pipeline a model with multiple Edge TPUs

Features:

1. Based on NXP i.MX 8M SoC CPU
2. Google Edge TPU Coprocessor
3. Gigabit Ethernet Port
4. Over 4 Trillion Operations ( tera-operations) per second (TOPS)
5. Integrated GC7000 Lite Graphics

Package Includes:

1 x Coral AI Development Board