Driverless Cars Boosted By A Motherload Of Crowdsourced Training Videos

Fernandez-Ruiz: BDD100K is an anonymized dataset collected from phone cameras at very high volume. To date, drivers using Nexar have driven more than 150 million miles. The accessibility of the phone and the low cost of the unit makes it really easy to collect incredibly large volumes of real-world data and to observe and learn from as many corner cases and edge conditions as possible. By corner cases and edge conditions, I mean highly unusual events that happen on the road or conditions that aren't standard. This could range from unusual and extreme weather to collapsed power lines and more.