AI

Autonomous driving at the micro scale

Building and training a self-driving robocar takes several iterations of hardware and software improvements. Especially training a competitive model is a time consuming process that involves going back-and-forth to the track several times to either check or improve model predictive performance by recording additional samples. Computer simulation is an alternative, however setting up a simulation environment can be a demanding…

Updates to Burro self-driving platform

I've been busy implementing some cool updates to Burro, the self-driving RC car/robot platform I'm building. Here's a summary: The Adafruit Motor HAT is now supported in addition to NAVIO2. Both boards are fully supported , and in fact you can use the same SD card in different cars/robots, without the need to reinstall anything, as detection of boards is done…

First Autonomous Indoor Laps – No Tracklines!

Here for a quick update on the state of the car, platform and Tensorflow/Keras models I'm currently building and testing in various environments. I've been working on lately on an indoor model to drive a car around the dining table in our home. It is a simple oval track, but it is visually cluttered and quite tight. Here's a video…