Inspiration

https://arxiv.org/abs/1810.05596 <>

What it does

Transportation Mode (WALKING, CAR, STILL, TRAIN and BUS) Detection by mobile sensors (
android.sensor.accelerometer, android.sensor.gyroscope,android.sensor.linear_acceleration)

How I built it

Tensorflow 2.0 Keras API, https://colab.research.google.com/drive/1f21k1rGQT0zeVTYb_FXTS3L3r-V9H7t7

Challenges I ran into

NO

Accomplishments that I'm proud of

Half day : 93% training and val accuracy

What I learned:

Tensorflow2.0 Simplicity and ease of use, intuitive higher-level APIs, and flexible model building.

What's next for tf2.0-sensors

Deployment on Android Device

Built With

  • tensorflow2.0-api
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