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The Coral USB Accelerator adds an Edge TPU coprocessor to your system. It includes a USB socket you can connect to any Linux-based system to perform accelerated ML inferencing.
The on-board Edge TPU is a small ASIC designed by Google that provides high performance ML inferencing with a low power cost. 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.