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License Plate Recognition With Automatic Parking

License Plate Recognition With Automatic Parking a parking staff enters the license plate of the outgoing vehicle in the system to generate the parking tickets. To improve the efficiency of the system, we propose an automatic vehicle license plate numbers recognition to automatically detect and record the plate numbers to the system eliminating the manual entry. License Plate Recognition With Automatic Parking system consists of a YOLO model to automatically detect the license plate from the image of a vehicle, some preprocessing and image segmentation process to detect the digits in the license plate, and finally, a ResNet model to classify the plate numbers. License Plate Recognition With Automatic Parking used in this research are from Indonesia. From the experiments, we find that the YOLO can accurately detect the license plate with a high degree of confidence. Yet, the ResNet model achieves around 80% accuracy from the validation data. Despite the high accuracy, the model can sometimes wrongly classify plate numbers due to noises from the segmentation process, non-standard or damaged plates, and similarly looking digits.

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License Plate Recognition With Automatic Parking

Every car has its own License Plate, so why not taking advantage of this to ensure a safer and easier parking experience? That’s exactly what LPR does.

Every car has its own License Plate, so why not taking advantage of this to ensure a safer and easier parking experience?

That’s exactly what LPR (License Plate Recognition) allows to do.

How does License Plate Recognition With Automatic Parking work?

LPR (License Plate Recognition), also known as ANPR (Automatic Number-Plate Recognition) is an image-processing technology used to identify vehicles by their license plates.

The system uses illumination and an infrared camera to take the image of the front or rear of the vehicle, then an image-processing software analyzes the images and extracts the license plate information.

Why choosing License Plate Recognition With Automatic Parking?

First of all, safety: the license plate serves as a virtual ticket, and grants free-flow access, preventing stolen cars or ticket swapping. Since ticket and license plate have to match at entry and exit, it is almost impossible to pursue fraudulent behaviors. With LPR you can also easily manage black lists and be in control of all the events and movements at entrance and exit.

LPR is highly reliable: in case of lost tickets, it is easy to determine the actual entry time from the license plate number.

In addition, LPR also allows multiple integrations and customizations, especially for contract parking where the recurrent user can smoothly access and egress the car park without any titles other than the vehicle license plate.

With LPR, it is also possible to enter with a pre-paid ticket, or use cashless solutions. Another benefit offered by LPR at entries/exits is the possibility to book a parking space in advance, to ensure the driver a hassle-free experience.

Last but not least, LPR can be retrofitted and added to existing solutions.

Now, it is not hard to imagine how LPR can improve not only parkers’ experiences, but also open a wide range of advantages for car park operators.

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