AUTOMATIC LICENSE PLATE RECOGNITION using YOLOV5 and EASYOCR ( IMAGES & VIDEOS)

Project: AUTOMATIC LICENSE PLATE RECOGNITION

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- A object detection model was created by using yolo-v5 algorithm
- EasyOCR was used to recognize texts
- Detection was tested on both images and videos

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I hope that you like this video. If I have done any mistakes please mention those in comments. Also if you have any doubts, please do comment. I will try my best to resolve them. Stay safe. Happy Learning :)

#licenseplaterecognition #yolov5 #easyocr #coderzero

[arazib]

Hello ! Thank you for this tutorial. Does it have the ability to recognize Persian or Arabic license plates? And how can I recognize Persian or Arabic license plates?

[youssoufsehabi]

Sir can you share the video with us ( sample of video)

[KSP_Devi]

Hi sir,
I'm executing the project license plate detection and recognition using yolov5 and easyocr as my final year project in college.
In Google colab I executed yolov5 model for licence plate by following ur yolov5 training video for no mask detection. All code is executing well but at the end while giving test images it is showing that 0 labels detected ( i.e no detection is done). Could you please help me to resolve this issue.

[kuanyuchen]

i have a problem.
how to improve accuracy of text detection. number 1 and 7 are confused.

[gopika]

Can you provide this test video plz? I need this for my final yr project and not able to capture a new one on my own

[bharathraj]

codec =
cv2.namedWindow("vid_out", cv2.WINDOW_NORMAL)

I am getting errors on these lines! (in video) Please help

[hawkingradiation]

what kind of labels did you created and how if you could share it, i watched your train yolo-v5 on custom dataset as well but there you had labels do tell if you have it asap

[iancarlossabalvaro]

hi sir im having a problem with this, im trying to implement this on a project which detects the vehicle and the plate number. The idea is having A boundingbox in a bounding box. I just want to read the bounding box of the plate number class list how can you do this

[mageshpranav]

There is no folders like train, val, test in the given kaggle datasets how can i proceed further ? . i got downloaded those car images im stuck with wtd next kindly give solution

[roshanjameer]

I am getting AttributeError: 'Upsample' object has no attribute ' recompute_scale_factor' . Please help me .

[motoraddiction]

Import "torch" could not be resolved problem occurs

[khaigau]

Thank you for tutorial, can You help me detection the water meter number. I have been done for the number character (0, ..,9,unknown). I hope you can help me to read the data by using EasyOCR. Thank you so much !!!

[EduardoValdez-dcpf]

in the githhub repository the folder named yolov5 master doesnt exist

[akshatgurnani]

could you share the test video which you are using!

[kurtdecena]

it is possible to run this without gpu ? after training. for example i will deploy this in raspberry pi.

[techease]

How can I use CNN for character recognition ?

[madhura]

Sir can u pls let me know how did u connect your phone for video capturing

[humanitylove]

can you tell me how can i deploy the model for real life

[kishoreg]

teach next how to train ocr with custom number plates in order to improve accuracy of text detection. and teach how to use this if we have nultiple cameras. to run them in parallel.

[kurtdecena]

Another question sir. I try to use your code using WEB CAM it work fine, but when i use IP CAM its so lag, maybe because i dont have a gpu? XD