Nowadays, the machine learning algorithms used to find the solutions for upcoming challenges, especially in self-driving cars. By using Sensor data processing in electronic control unit – ECU, it definitely needs it for utilization of machine learning for achieving new tasks. The inputs are taking from lidar, radars, cameras or the IOT – internet of things.
In the car, one of the major challenges in machine learning algorithm is the continuous rendering of the surrounding environment and expecting the changes. These are divided into 3 parts
The discovery of an Object
The Association of an Object or recognition object classification
The Object Localization and Forecast of Change