Skip to content

sadekmunawar/TinyML-Pothole-Detection

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

5 Commits
 
 
 
 
 
 
 
 

Repository files navigation

TinyML---Pothole-Detection

Machine learning model on a MCU that detects uneven roads

Training

Train_Detection_Model.ipynb constains the code used to create and convert an autoencoder model using TensorFlow. The train dataset contains gyroscope and accelorometer readings in the Y-axis of an IMU .

Deployment

The model is deployed on Arduino BLE Sense. The code to run the model is in the car_driver folder.

Demo

Indicate moving over a pthole by lighting Red LED Screenshot (507)

About

Machine learning model on a MCU that detects uneven roads

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published