Self Driving System Using Machine Learning
We propose a self-driving mechanism that will make use of latest trends in machine learning for the real time detection of the objects thus making the decision for self-driving. This will enable our autonomous vehicle/rover to be driven iteself.
2025-06-28 16:34:57 - Adil Khan
Self Driving System Using Machine Learning
Project Area of Specialization Artificial IntelligenceProject SummaryWe propose a self-driving mechanism that will make use of latest trends in machine learning for the real time detection of the objects thus making the decision for self-driving. This will enable our autonomous vehicle/rover to be driven iteself.
Project Objectives- To study and analyse the related research work
- To device a system that can detect objects and can control a vehicular system
- To implement the system in any application domain
Project Implementation MethodThe hardware (Laser,RADAR,LIDAR,GPS,Camera) all are almost same in all the variant of driverless/Autonomous Cars, The Software that make a huge difference amongst them.
Benefits of the Project==> The lack of hman error whilst driving, wil result in a much safer journey.
==> Due to the sensors on the autonomous car, they will be able to pack close together, allowing more cars on the road and therefore shorting traffic times.
==> Disabilities would no longer be a factor in driving, meaning anyone could drive.
==> You would need less space for parking as well as the car would be able to drop you off and then find a parking space further away.
==> There would be no need to pass a driving test or gain a driving license as everyone would be able to drive.
Technical Details of Final DeliverableTo avoid from danger in driving because in driving there are many cases which are very serious and they are taking lives of so many peoples due to lack of little bit irresponsibility for that purpose we are making Self-driving system using machine learning
It can also help us in many fields like military purposes, agriculture, rescue missions etc
Final Deliverable of the Project HW/SW integrated systemType of Industry Education , Agriculture , Manufacturing , Transportation , Security Technologies Artificial Intelligence(AI), Internet of Things (IoT), RoboticsSustainable Development Goals Good Health and Well-Being for People, Affordable and Clean Energy, Decent Work and Economic Growth, Industry, Innovation and Infrastructure, Peace and Justice Strong Institutions, Partnerships to achieve the GoalRequired Resources| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Total in (Rs) | 69680 | |||
| LN298 H bridge module | Equipment | 2 | 195 | 390 |
| Arduino UNO | Equipment | 2 | 1200 | 2400 |
| 2.4.8 Pixhawk flight controller | Equipment | 1 | 9000 | 9000 |
| Wifi ESP8266 Module For Arduino And Raspberry Pi | Equipment | 3 | 440 | 1320 |
| Raspberry pi 3 based wifi control camera car | Equipment | 2 | 16500 | 33000 |
| ROCKET 150A ESC for 1/8 RC Car | Equipment | 2 | 11785 | 23570 |