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I want to write an application which takes a single image an classifies each pixel as "street" or "not street". To do so, I need training / testing data. One possible application is for self-driving cars or car assistance systems. So the camera is within the car and looks at the street from a drivers perspective.
Where can I get such (preferably labeled) data?
(I have found KITTI, but the site seems to be down at the moment and more data is always better.)
You may do it a hard way. YouTube and other video hostings have a bunch of DVR videos that capture lots of real-world events.
Say, by the Russians:
http://www.youtube.com/results?search_query=russian+dvr
https://www.mturk.com/mturk/welcome
Then do the analysis.
You can also ask data from authors who published on your issue and may have well-behaving datasets.
