Setting a new benchmark in real-world data, the Oxford RobotCar dataset contains over 100 repetitions of a consistent route through Oxford, UK, captured over a period of more than a year. The dataset captures many different combinations of weather, traffic and pedestrians, along with longer term changes such as construction and roadworks. We plan to make it available for download in the second half of 2016.

More information here.