Explore the development of a small-scale, self-driving car in this 35-minute conference talk from linux.conf.au 2020. Dive into the DingoCar project's perception module, which utilizes TensorFlow to control the model vehicle. Learn about the three-step process, including data acquisition and testing, that brings this open-source autonomous driving project to life. Gain insights into the intersection of Linux, open-source software, and cutting-edge technology as presenter Andy Gelme shares his expertise on implementing machine learning for real-world applications.