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Activity
Recognition
Alessandro Giannetti
Andrea Napoletani
Riccardo Pattuglia
Idea
The goal is to recognize certain types of human physical activities
using acceleration data generated by a Genuino 101 Board and
visualize the collected data on the cloud.
Technologies
Genuino 101
Genuino 101 Board recognises gestures, and features a six-axis
accelerometer and gyroscope. The Low Energy Bluetooth
connectivity allow it to communicate with an Android device to
share Data and upload it on the Cloud.
The core of the genuino 101 is the Intel Curie, a microcontroller
integrating Bluetooth, gyroscope, accelerometer and a Pattern
Matching Engine to implement classification algorithms.
Mango Mirror is a smart display platform completely controlled by
smartphone.
View your steps, exercise, weight, nutrition, calendar, weather and
more. Use it to meet your health, fitness and weight-loss goals.
Setup a Personal health display, a family dashboard, a smart display
or a Smart Mirror in minutes.
AWS IoT
AWS IoT provides broad and deep functionality, spanning the edge to the
cloud, so you can build IoT solutions for virtually any use case across a
wide range of devices.
1st Step: Train a model for Activity Recognition
Accelerometer
Dataset
2nd step: Predict and Transfer the data to
the cloud through a mobile phone
Activity
3rd step: Visualize the data on mobile phone

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Activity Recognition

  • 2. Idea The goal is to recognize certain types of human physical activities using acceleration data generated by a Genuino 101 Board and visualize the collected data on the cloud.
  • 4. Genuino 101 Genuino 101 Board recognises gestures, and features a six-axis accelerometer and gyroscope. The Low Energy Bluetooth connectivity allow it to communicate with an Android device to share Data and upload it on the Cloud.
  • 5. The core of the genuino 101 is the Intel Curie, a microcontroller integrating Bluetooth, gyroscope, accelerometer and a Pattern Matching Engine to implement classification algorithms.
  • 6. Mango Mirror is a smart display platform completely controlled by smartphone. View your steps, exercise, weight, nutrition, calendar, weather and more. Use it to meet your health, fitness and weight-loss goals. Setup a Personal health display, a family dashboard, a smart display or a Smart Mirror in minutes.
  • 7. AWS IoT AWS IoT provides broad and deep functionality, spanning the edge to the cloud, so you can build IoT solutions for virtually any use case across a wide range of devices.
  • 8. 1st Step: Train a model for Activity Recognition Accelerometer Dataset
  • 9. 2nd step: Predict and Transfer the data to the cloud through a mobile phone Activity
  • 10. 3rd step: Visualize the data on mobile phone