Implementing AI in Traffic Monitoring and Control

Posted by Amit Dua on March 8th, 2019

Today, the world is facing an acute shortage of space for living or growing crops. Due to heavy industrialization, we are running out of enough place to exist. A significant rise in living standards and heavy urbanization are the leading causes. As a result, the roads have become congested, and traffic jams last for hours. As a result, people are finding innovative ways to tackle the enormous traffic jams. Authorities are roping in AI consulting service providers. AI has found acceptability in various facets of modern life. It is one of the most potent methods to tackle the growing traffic problem.

The artificial intelligence is nothing without efficient machine systems. These systems track traffic and process data received from various sensors and CCTV. After processing, they convert them into valuable inputs and feed into the AI engine. Then, the AI engine can use this information for predicting events, areas prone to accidents, peak-time of a traffic jam and thereby helping responsible people to prepare and act for future events.

How AI can help with traffic monitoring and control

The potential exhibited by AI in its short existence, is incredible. Many industries are using AI to streamline their operations. Now authorities are availing services of AI development companies in India. These companies can help in managing increasing traffic volumes. Let's understand how AI can use its potential to solve this ever-increasing problem: -

Effective machine learning

Data from traffic sensors and CCTV is not structured. Humans are unable to offer processing speed required in such agile environments. This is where AI technology comes to the fore. It studies human behavior and reactions and enables it to deliver the exact reaction at the time of execution. It sets AI apart from other established systems. AI can help in developing a model which is better than a program-based software as it is not limited by the set of codes created by developers.

Traffic monitoring includes the management of a significant volume of data. Human behavior is unpredictable. It is unable to handle the processing speed required in an agile environment. That's why AI is the best solution for managing traffic control. Traffic rules are well-defined and are the same for a large geographical area. Hence, their application and AI training is far easier.

In the transportation industry, the customers are the developers themselves. They also contribute to machine learning. Their behavior is an excellent tool for making the device realize the difference between good/bad behavior. This will enable the AI engine to decide as required. The AI engine can learn rules and then apply its own decision, in case there is a complicated situation.

AI implementation in traffic management is a newer concept and is under development stage. Machine learning companies in India are facing a lot of challenges in its implementation with the major reasons being the growing population and a large number of vehicles on the road. Many drivers don't comply with traffic rules and find different ways to bypass the laws. It is an expectation that AI will become a standard solution in traffic management. This will be possible with the help of sensors housing intelligent codes which can process large amounts of data. They will be able to optimize operations by recognizing the reason and outcome. They will also be providing suggestions to improvise methods for catching the offenders.

Object Detection and Event Prediction

Machine learning is reaching an advanced stage. There is a significant improvement in the accuracy of the technology. With further integration, the systems will be able to provide detailed information. This information will help in better traffic management.

One of the inevitable outcomes of the traffic problem is accidents. Accidents are not only unavoidable, but difficult to predict too. Some steps are being taken in this direction. GPS geotags are helping to track the trajectory and real-time position of a vehicle. This information is being shared with nearby vehicles. It will help in avoiding a collision, in case one of them is close to the other one and is driving at high speed.

Able detection and monitoring

Earlier traffic operators sat glued to their seats monitoring the traffic through videos. This technique was not free of human error. There was a possibility of stress and fatigue, which led to a disastrous event in the blink of an eye.

The artificial intelligence companies in India are working to help traffic monitoring departments. AI is evolving and is becoming capable of handling specific requirements. AI is expected to be able to count the number of cars, classify vehicles, and track vehicles when required. Also, AI software can notify the responsible departments in case of an event. This will assist in taking pre-emptive actions to prevent accidents and other problems.

Accurate identification

AI can improve the accuracy of the software involved in the monitoring service by improving the codes and algorithms. This will help in enhancing the efficiency of traffic.

There are systems like automatic incident detection systems in traffic monitoring. But artificial intelligence has helped in increasing the output ability of the system. This has been possible due to the accurate incident detection and accurate intrusion detections in low visibility and foggy weather. This was impossible on older systems. It can also track pedestrians and two-wheelers. It can be an innovative method to avoid accidents to a great extent.

It also alerts the responsible department in case of traffic jam due to parked vehicles. This is done by tracing their position and matching them with the approved static position. The concerned authorities are notified about the possibility of congestion. They will then be calling the owner of the vehicle to remove it from the place or face penalties. In this way, a traditional system employed for many years is rejuvenated using state-of-the-art technology. This will help in further development and betterment of society.