Machine Learning on Raspberry Pi

Post date: Aug 20, 2018 12:39:24 AM

Raspberry can be used for AI by adding just a camera. Some tutorials from ARM:

• • Teach your Raspberry Pi - Episode 1: Yeah, world

  • Teach your Raspberry Pi - Episode 2: Multi-gesture recognition

• Keyword spotting on Arm Cortex-M Microcontrollersa

Background information:

• • Zhang et al, Hello Edge: Keyword Spotting on Microcontrollers, arXiv:1711.07128, 2018.

  • Lai et al, CMSIS-NN: Efficient Neural Network Kernels for Arm Cortex-M CPUs, arXiv:1801.06601, 2018.

  • Keil CMSIS NN software library, Open source launched 23 Jan 2018.

  • ARM presentation, Recent developments at the IoT edge, 1 Mar 2018.

  • TensorFlow code for speech keyword detection on Github

  • TensorFlow official tutorial for Simple Audio Recognition

  • Pete Warden, Building Mobile Applications with Tensorflow, O'Reilly free ebook