BOXER with Google Edge TPU

Google Edge TPU AI Edge computing solution

The BOXER-8521AI from AAEON Technology combines the innovative Google® Edge™ TPU with PoE PD flexibility and a broad I/O loadout including 40-pin multi-I/O. Its rugged fanless design allows the system to operating in temperatures from -5°C to 50°C.

Thanks to the Google Edge TPU, developers, system integrators and users who deploy the BOXER-8521AI, have access to Google’s suite of training software, AutoML Vision Edge. This software helps developers quickly develop and train AI models.


The PoE PD (Powered Device) allows the system to be deployed where power input might not be readily available. Both internet connection and remote system monitoring can be done with only 1 cable reducing complexity of installation.


The BOXER-8521AI supports TensorFlow Lite, a AI framework which allows for more efficient models, better system performance and processing speeds. This system brings the Google Edge TPU to a rugged edge platform, unlocking the Google and Coral ecosystem for embedded AI Edge developers.

Key features
  • Powered by Google Edge TPU with Coral Intelligence
  • AutoML Vision Edge and TensorFlowLite support
  • Speed up to 4 TOPS @ 2 TOPS per Watt
  • GbE PoE PD (Powered Device) port
  • 40-pin multi-I/O port, USB3.2 Gen 1, USB2.0, HDMI and COM ports
  • WiFi and Bluetooth 4.2
  • Operating temperature: -5°C to 50°C 



Industrial automation

Facial recognition


Smart street lighting



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