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Re:Show HN: Autopilot written in Keras for Self Driving Cars by pathsjs on Monday November 18, 2019 @08:16AM (#21564027)
> At the current state of my model the model basically just clones the human driver as good as possible. That means the the amount of brake is higher in curves

I read in another comment that you are still in high school, so maybe the above is because you do not have actual driving experience. But this is not how human drivers drive.

Human drivers brake before the curves, while usually accelerate during curves. This improves stability.

This is something you may want to consider for your next iterations. In any case, congratulations for your impressive work!

Re:Show HN: Autopilot written in Keras for Self Driving Cars by mannykannot on Monday November 18, 2019 @10:15AM (#21564877)
While that is how you should do it most of the time (depending on how the radius, gradient and your visual range changes as you progress around the curve), my observation of brake lights suggests that this is rarely practiced in the USA.

The amount of braking that can be seen on multi-lane divided highways is far higher than would be necessary if drivers were paying due attention - or not resting their left foot on the brake pedal, as the case may be.

Re:Show HN: Autopilot written in Keras for Self Driving Cars by hugey010 on Monday November 18, 2019 @10:17AM (#21564898)
You are conflating effective driving habits with actual driving habits. I'd say less than 5% of drivers in the states properly brake before curves and accelerate through. Hell, I'd be surprised if the model trained after human behavior DIDN'T leave it's lane when navigating a turn.
Re:Show HN: Autopilot written in Keras for Self Driving Cars by AllanHoustonSt on Monday November 18, 2019 @11:02AM (#21565341)
Unfortunately, at least in the Northeast Corridor, almost no one does this.
Re:Show HN: Autopilot written in Keras for Self Driving Cars by littlemtman on Monday November 18, 2019 @09:24AM (#21564498)
Thank you. I have a list of things and I want to add. And it is really long
Re:Show HN: Autopilot written in Keras for Self Driving Cars by rpmisms on Monday November 18, 2019 @11:20AM (#21565474)
Driving dynamics sounds like it should be lower on the list. This is seriously good work. Looking forward to teaching it to drive stick!