felix-johnny / ML-examples

Arm Machine Learning tutorials and examples

ML Examples

Source code for machine learning tutorials and examples used in Arm's ML developer space.

Projects and tutorials

Arm NN MNIST

Deploy a TensorFlow MNIST model with the Arm NN inference engine.

• Tutorial on Arm's developer site
• Source code on GitHub

Arm NN Quantised Mobilenet

Deploy a TensorFlowLite Quantized MobileNet V1 model with the Arm NN inference engine.

• Tutorial on Arm's developer site(TBD)
• Source code on GitHub

Yeah, World

Explore gesture recognition with TensorFlow and transfer learning on the Raspberry Pi 4 Model B, Pi 3 and Pi Zero.

• Tutorial on Arm's developer site
• Source code on GitHub

Multi-Gesture Recognition

Train a convolutional neural network from scratch to recognize multiple gestures in a wide range of conditions with TensorFlow and a Raspberry Pi 4 Model B or Pi 3.

• Tutorial on Arm's developer site
• Source code on GitHub

CMSIS-NN CIFAR10 model

Deploy a Caffe CIFAR10 model on Arm Cortex-M CPUs.

• Source code on Github