OmerZo / Self-Driving-Car

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Automatic creation of cars every few seconds based on the best car #10

Open GiladMoalem opened 6 months ago

GiladMoalem commented 6 months ago

Model improvement.

Every few seconds delete all cars except the best 3 and create the cars based on them.

This method will contribute to the renewal of the number of cars, and the model will learn better without the user learning it.

OmerZo commented 6 months ago

What we can do is create a new car every time a car dies, so we are always left with a fixed number of cars as defined by the user.

In addition to that, we have to take into account that there is not always a good car. We need to catch these cases, and change the similarity percentage to the best car accordingly.