Sensor processing for COMP4104 Designing Sensor-Based Systems
PyDocs - tflite module
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Introduction to Web Python
Python and sensors on the web
MRT Coursework 2 introduction
Extra built in modules
PyDocs - filters module
PyDocs - graphs module
PyDocs - kbread module
PyDocs - led module
PyDocs - sensors module
PyDocs - speech module
PyDocs - tflite module
The GrovePI board and sensors
The GrovePI Board
Reading from sensors
The LCD Display
The GrovePi Emulator
Sensor quick reference
Lab Worksheet - Introduction to Grovepi
What is a Sensor
Here are some sensors
What defines a sensor?
Why are sensors hard?
Characterizing Sensors
Sensors are dirty and bad
Limitations of analog to digital conversion
Numerical error and noise
Non-numerical errors
Filtering and processing sensor data
Approaches to making sensor data usable
Thresholding data
Robust event detection
Linear filtering of numerical data
The delights of non-linear filters
Awesome Accelerometers
Stupendous Sound
Luscious Light
Combining Sensors
Combining Sensors and making inferences - Intro
Why we might combine multiple sensors
Methods of combining sensors
Here is one I made earlier
Testing Sensor Algorithms
What is sensor testing?
Capturing and Replaying Data
Ground Truth Datasets
Sensor testing metrics
The role of testing in a sensor development workflow
Machine learning for sensor processing
Why use machine learning for sensor processing?
Types of Machine Learning for Sensor Processing
Some sensor processing using machine learning
Sensing Human Activities
Sensing Humans and their Activities
The Responding Body
The Moving Body
The Sensing Body
The Relating Body
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