In terms of detection time, it shows a decrease. The test results on 10 test images produce an accuracy of 80%. Then the segmentation process uses the connected components method. begins by changing the image size using the resizing function and by converting the RGB image into a grayscale image which aims to reduce the image size, thereby speeding up the next process. Pre-processing is an important step before carrying out a number plate detection. The segmentation process using Connected Components has better performance when compared to Diff and Fast-RNN methods. Seeing the importance of number plate detection to overcome this, a system that is able to detect number plates quickly and accurately is needed. As the number of vehicles in Indonesia increases, the number of crimes that occur also increases, resulting in an increase in the problem of traffic violations and an increase in the number of vehicle parking activities.
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