Creating a self driving car : Testing the improved model

This is the final project from the course: https://www.packtpub.com/product/the-complete-self-driving-car-course-applied-deep-learning-video/9781838829414 So the new model can complete the Udacy driving simulator map 1 without crashing however it can not complete map 2 which is a lot harder map.