Prediction of Steering Angle for Autonomous Vehicles Using Pre-Trained Neural Network
2021 ◽
Vol 6
(5)
◽
pp. 171-176
Keyword(s):
Autonomous driving is one promising research area that would not only revolutionize the transportation industry but would as well save thousands of lives. accurate correct Steering angle prediction plays a crucial role in the development of the autonomous vehicle .This research attempts to design a model that would be able to clone a drivers behavior using transfer learning from pretrained VGG16, the results showed that the model was able to use less training parameters and achieved a low mean squared error(MSE) of less than 2% without overfitting to the training set hence was able to drive on new road it was not trained on.
2019 ◽
Vol 2673
(5)
◽
pp. 72-83
◽
2021 ◽
2021 ◽
Vol 11
(9)
◽
pp. 2331-2340
◽
2021 ◽
Keyword(s):