This notebook uses the accelerometer and gyroscope sensors for gesture recognition.
Gestures are mapped to the corresponding sensor values recorded during motion. Here, we have accelerometer and gyroscope values along x, y, z axes recorded 100 times for one gesture, i.e, 600 data points for one gesture.
Check out the app used to record the gestures here
This app returns a text file containing n lines, each with 601 values (sensors + gesture name). These values were then consolidated using the csv library.
Extended the model to be implemented in home automation.
Functionalities include -
- selecting appliances
- switching between instances of the appliance
- controlling operations that apply.
Logic for the same is part of the notebook.
Medium article - here
Youtube video - here
Project paper - here