This is an excerpt of the article that was recollected from flipboard, as to generate a clip of interesting news from the topics that i think are important and I want to save for further references and share with my readers.
Tesla Autopilot And SelfDriving
The above video is also shown on Tesla’s website, along with the section on neural networks. According to Tesla:
“Our per-camera networks analyze raw images to perform semantic segmentation, object detection and monocular depth estimation. Our birds-eye-view networks take video from all cameras to output the road layout, static infrastructure and 3D objects directly in the top-down view. Our networks learn from the most complicated and diverse scenarios in the world, iteratively sourced from our fleet of nearly 1M vehicles in real time. A full build of Autopilot neural networks involves 48 networks that take 70,000 GPU hours to train. Together, they output 1,000 distinct tensors (predictions) at each timestep.” …