Capacitive Touch Location Recognition
GitHub
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Overview
Background
Capacitive Sensing
Neural Networks
Objectives Of The Project
Hardware
Adafruit Feather RP2040
Capacitive Fabric
Hardware Components
MPR121
SparkFun Pro Micro RP2040
Supporting Electronics
Velostat
Implementation
Calibration And Testing Procedures
Challenges And Solutions
Data Collection Notes
Designing The Sensing Grid
Integration Of Hardware And Software
Project Implementation
Resources
Books
Further Reading And Resources
References
Relevant Websites
👉Definitions
Labeled Gestures
Results
Accuracy And Performance Metrics
Comparison With Other Methods
Future Work And Improvements
Results And Discussion
Software
Capacitive Touch Sensor Code Explanation
Data Collection And Preprocessing
Machine Learning Pipeline
Model Detail
Model Selection
Pros And Cons
Signal Acquisition
Software Components
👉Scripts
Arduino Script
NN_Jupyter
NoML_Classification
Script Index
Terminal Logging
TFLite Conversion
On this page
SparkFun Pro Micro RP2040
https://www.sparkfun.com/products/18288