You are right. This would probably require car orientation. I'll probably add a couple of data to the capture tool
Edit: I added orientation and rotation. Gives nice results so far with some tracks learnt again from scratch to get the new values. I still have some tuning to do, especially for Autodrome Lago Maggiore which has 12 variations. This one is tricky....
Here is the guessing work in action:
Track candidate : Autodrome Lago Maggiore - East Reverse with confidence 31.4%
Track candidate : Autodrome Lago Maggiore - East Reverse with higher confidence 31.4%
Track candidate : Autodrome Lago Maggiore - East Reverse with higher confidence 32.9%
Track candidate : Autodrome Lago Maggiore - Full Course Reverse with confidence 31.8%
Track candidate : Autodrome Lago Maggiore - Full Course Reverse with higher confidence 33.5%
Track candidate : Autodrome Lago Maggiore - Full Course Reverse with higher confidence 34.1%
Track candidate : Autodrome Lago Maggiore - West End Reverse with confidence 33.9%
Track candidate : Autodrome Lago Maggiore - West End Reverse with higher confidence 36.0%
Track candidate : Autodrome Lago Maggiore - West End Reverse with higher confidence 36.5%
Track candidate : Autodrome Lago Maggiore - West End Reverse with higher confidence 36.7%
Track candidate : Autodrome Lago Maggiore - West End Reverse with higher confidence 36.9%
Track candidate : Autodrome Lago Maggiore - West End Reverse with higher confidence 37.0%
Track candidate : Autodrome Lago Maggiore - Full Course Reverse with confidence 35.6%
Full reverse is competing with west end reverse very quickly.
Same story on non-reverse:
Track candidate : Autodrome Lago Maggiore - Full Course with confidence 35.7%
Track candidate : Autodrome Lago Maggiore - Full Course with higher confidence 35.7%
Track candidate : Autodrome Lago Maggiore - West with confidence 35.8%
Track candidate : Autodrome Lago Maggiore - West with higher confidence 35.8%
Track candidate : Autodrome Lago Maggiore - West with higher confidence 36.6%
Track candidate : Autodrome Lago Maggiore - West with higher confidence 38.6%
Track candidate : Autodrome Lago Maggiore - Full Course with confidence 39.1%
Track candidate : Autodrome Lago Maggiore - Full Course with higher confidence 39.1%
Track candidate : Autodrome Lago Maggiore - Full Course with higher confidence 42.6%
Track candidate : Autodrome Lago Maggiore - Full Course with higher confidence 47.6%
Track candidate : Autodrome Lago Maggiore - Full Course with higher confidence 50.6%
No doubts on the direction at least.