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This was my first attempt at creating a self driving car using OpenCV and Tensor Flow. The idea was to control a remotecontrol car with an arduino which recieved instructions for a netbook which took camera inputs and used OpenCV to make driving decitions.

License: Apache License 2.0

C++ 0.02% Java 99.98%

arduino-tensorflow-android-selfdrivingcar's Introduction

Arduino-TensorFlow-Android-SelfDrivingCar

This is a bit of a hectic project that I did in the past.

Project can be found here: https://stephen-tan-website.firebaseapp.com/self-driving-rc.html

The original plan was to control a remote control car via an onboard Arduino Microcontroller wchich recieved instructions via a computer connected via USB. The computer would use its camera and OpenCV Image Classification trained on detecting left, right, stright, reverse driving directions.

I did not have success in using OpenCV's classifier. I got so frustrated that I abandoned OpenCV. I remember the OpenCV Documentation being very non-user firendly. So, I moved on to using TensorFlow which I had some familiarity with on Android. I started figuring out and testing how to send the microcontroller commands from and Android device which is why there is an Android Project on this repository.

Side note:

  • I uploaded this project which I abandoned 2 years ago. I started this project December 2016 and abandoned it May 2017. I learned a lot from it.

Journal

The Base of the Project was adapted from a Tensorflow Image Recognition Android Applicaiton:

Link Referenced:

http://nilhcem.com/android/custom-tensorflow-classifier

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