Voice command treadmill

Introduction

Have you ever wanted to use a treadmill machine without touching the sweaty machine with germs, viruses, and COVID-19? Introducing voice control treadmill control module. This small Arduino device can understand some basic voice commands enabling you to start or stop the treadmill by simply saying "go" and "stop"

Model structure

The model used is a classic convolution model. It first upscales by using a convolution layer. Later on, it use batch normalization (standardization) to unify gradient scale. Activation use RELU-6 to prevent gradient vanishing. Max pooling to extract the maximum feature from the feature map. After this, it uses downscaling and the same batch normalization and activation. Finally, it uses a softmax layer to extract the answer out of the model.

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