Automatic number plate recognition with Python, Yolov8 and EasyOCR | Computer vision tutorial
Code: github.com/computervisioneng/...
🎬 Timestamps ⏱️
0:00 Intro
0:30 Start
1:44 Data
2:28 License plate format
5:00 License plate detection dataset
6:00 Code walkthrough
7:24 Main process
43:45 Get car id
51:34 License plate reader
59:57 Data cleaning and visualization
1:10:09 Outro
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Hashtags #
#python #computervision #anpr #licenseplaterecognition #objectdetection #objecttracking #yolov8 #easyocr
Пікірлер: 441
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@anjolaoluwafajinmi8893
5 ай бұрын
Thank you for this video! please how do I get the License_plate_detector.pt file?
@readbhagwatgeeta3810
4 ай бұрын
@ComputerVisionEngineer Hey ! what is included in the course: Hands-on Computer Vision in the Cloud: Building an AWS-based Real Time Number Plate Recognition System, can we detect and extract license plate from video ? Will it work now? Is there any facility of help in case we face some problem. And how is that course different from this video
@ComputerVisionEngineer
4 ай бұрын
@@readbhagwatgeeta3810 Hey! The number plate recognition in the course is real time and based on Python and AWS, I recommend you to watch this other video first kzread.info/dash/bejne/moWbx8-vab2Zp8o.html. If you face any problem I am available for consultations, not sure if I will be able to solve your problem but I will try. 🙂
@vm5954
4 ай бұрын
How come nothing works with opencv python anyway?
@AuthyDrains151
Күн бұрын
@@vm5954hi
I am working on something and this video was incredibly useful ! Thanks so much for that amazing content. You are the best.
Your videos are so clearly explained and helpful! Also I love your accent. I really would like to use this knowledge to build a live stream that saves the plates of the idiots that use the emergency lane...
Hola Felipe, muchas gracias por tus videos! Me has ayudado muchísimo en mi primera entrada en el mundo de la detección de objetos. Buen trabajo y muchos saludos!
@ComputerVisionEngineer
8 ай бұрын
Me alegro haber ayudado!! Saludos!! 😃🙌
Just have to say wow.....finally, someone who can actually explain the whole process in a way non-datascientists can understand. Have also watched your video about creating custom dataset annotations - another excellent video. Thank you.
@ComputerVisionEngineer
3 ай бұрын
You are welcome! Glad you enjoyed it! 😃🙌
@Amirthavarshini.V-eg8kw
3 ай бұрын
Hi I am facing an infinite loop ? How did you resolve it
That's a great video! Thank you very much
@ComputerVisionEngineer
9 ай бұрын
You are welcome! Glad you enjoyed it! 😃🙌
You are a BEAST!! :) many thanks for your video mate :)
@ComputerVisionEngineer
4 ай бұрын
Thank you for your support! 😃🙌
amazing tutorial. thanks for sharing it.
Nuevo suscriptor, arrancando en data science y computer vision. Admiro muchisimo tu nivel de ingles, felicitaciones y ojala algun dia hable como vos! Saludos de Arg!!
@ComputerVisionEngineer
2 ай бұрын
Gracias por tu apoyo! 🙌
Very nice! i maked a project like this about year ago, now i will watch your video for improves, tnx for sharing.
@ComputerVisionEngineer
Жыл бұрын
You are welcome! 😃🙌
This is excellent work good sir. Keep being awesome.
@ComputerVisionEngineer
7 ай бұрын
Thank you! 😃🙌
Truly awesome explanation, sir
@ComputerVisionEngineer
6 ай бұрын
Thank you. 🙂 Glad you enjoyed it!
Super man ) Thank you for your time and effort
@AuthyDrains151
Күн бұрын
It’s from Brazil?
you're doing great! thanks a lot 👌...
@ComputerVisionEngineer
10 ай бұрын
Thank you for your support! 😃🙌
Great Video Felipe ! Muchisima gracias
@ComputerVisionEngineer
10 ай бұрын
You are welcome! 😃
amazing
I have followed the code but instead of SORT used deepsort but I keep getting an error "non-iterable track object". I have printed the tracks and the values are present . It seems to be occuring at the point when I call get_vehicle. What could be the issue?
its great :)
Can cars and license plates be annotated in the same image and assigned different classes, or are the datasets for the car and license plate detection models distinct? I have a similar project in mind, but I'm not sure the correct way to annotate images to first detect objects of a class, then detect objects of a different class within the detected object. Any advice is appreciated!
Great content again!!! 🤩
@ComputerVisionEngineer
Жыл бұрын
Thank you! 😃💪
@atlurisaicharan4449
Жыл бұрын
@@ComputerVisionEngineer hey why my comment is not getting posted I have a query please resolve
Thanks for all these videos Felipe. Could you make a video about hyperparameters tuning for training the plate recognition model and improve the model performance?
@ComputerVisionEngineer
4 ай бұрын
Sure, I will try to do a video about hyperparameters tuning. 🙌
Bravo Man
Great video and explaination, I have a question regarding filtering out the number plate and retaining only the frame with the highest confidence level in my use case. I'm performing license plate detection and OCR without car detection. Will this approach be suitable for my use case?
Cool
hi sir i have to make a project on yolo v8 in my final m.phil thesis can you please guide me can we use yolo v8 for object detection on low light data ?
Hi, thank you for the content you create. i think you are the best out there on this topics. you said the pre-trained models are available on your patreon page what are the requirements to get it (i mean besides supporting this this great tutorials get published). or if there is any video of you showing how you trained the model on cocco dataset for example i would appreciate it. thank you.
@ComputerVisionEngineer
6 ай бұрын
The model is available to all Patreon supporters. Alternatively, if you want to train the model yourself, in this video I also show you what is the data I used to train the model, you can train the model following any of my tutorials on how to train an object detector using yolov8 on a custom dataset. 🙌
Hello Felipe, super good video, I have some doubts about something that is wrong, I wrote to you by email, but I also write here, everything works for me but the detection when the video comes out "out", what do you recommend I check? Thank you
Hello , in my code on colab, the line ' from sort.sort import Sort' get the error message "name 'Sort' is not defined ' , can you help to fix ? When i import util module,everythings ok.Tks
Hello, first of all, thank you for all the information and dedication you share on your excellent channel. I want to ask you what you recommend to make an application for the detection and recognition of Car License Plates/License Plates/Patents (ANPR) of a WEB camera or a standard video surveillance camera for a development board of medium capacity but in real time such as to give access to cars at a door or barrier (night lighting may be adequate). With the following options and know which one you recommend (if you have any other, welcome the suggestion) - Development board: Raspberry Pi, Google Coral, ASUS Thinker Edge, Jetson Nano, etc. - Programming Language: Python, C++, Java, .Net, Nod.js, etc. - Libraries and/or Framework / tools: Yolo, OpenCV, OCR, preferably not Cloud - To train the model that you would recommend, or if there is already one that can be purchased for my case - I am in Mexico and the license plates would only be from the country
Hello,i love your video..... please can it also identify plate numbers from other countries or its just from what you used to train it
Super Work
@ComputerVisionEngineer
Жыл бұрын
Thank you! 😃💪
Hi bro how can i download the trained model?
Hello! Thanks for great tuturial. I wonder why you didn't use YOLO8 tracker?
Hi, I am having challenges on how to create the content of the add_missing_data.py. Could you please explain to me once again
Where should i use the code should I use it on vs code ? And if I should use vs code I tried to run it but I can't download the librarys what do you recommend?
can i please know the specifications of the camera that you used in the video?
Hi! @ComputerVisionEngineer. You mentioned at the beginning that it can be very challenging to detect plates as they have many shapes/backgrounds? Do you have any tips/articles/clues on how this could be done? Keep it up!
@ComputerVisionEngineer
8 ай бұрын
Do you mean a number plate reader that works with any license plate type? Maybe training a custom ocr with lots of data of different license plate types it could work. 🙌
@JorgeHernandez-ko5bb
8 ай бұрын
@@ComputerVisionEngineer Yes, thats what i meant. Thank you!
@JorgeHernandez-ko5bb
8 ай бұрын
@@ComputerVisionEngineer One last question: applying the Sobel filter(gray scale) will allow us to detect any plate with ANY background? or do we need further pre processing in order to achieve this? Thank you!
Is there a way to measure the speed of the car? In theory, I could imagine a solution to draw 2 lines and compute the distance/time with time = the subtraction between the time when the vehicle contacts line 1 and the time when the vehicle contacts line 2. However, this way only measures the speed at a determined area. It's kind of limited.
@ComputerVisionEngineer
11 ай бұрын
Yeah something like that would work. It would not be a perfect solution, but it would be a good estimate.
Is it possible to do this from a live stream or will the processing demands be too much? Ae you familiar with real-time license plate recognition from video streams?
@ComputerVisionEngineer
10 ай бұрын
You may be able to do it from a live stream and make it look ~real time by processing one every n frames. I am not familiar with real time license plate recognition software from video streams.
Thank you for this video! please how do I get the License_plate_detector.pt file?
@driesschreurs6828
2 ай бұрын
I wonder as well. I think we have to make it ourselves using the technique of his other video "Train Yolov8 object detection on a custom dataset | Step by step guide | Computer vision tutorial"?
hello, just having one doubt instead of video can we take photos of license plate as our data for this video??
Hi, great content! I have a problem though following this video. I am using Windows 11 with Python 3.12 and when I tried installing the DeepSort library, I had trouble installing the dependency "lap". The error is No module named 'numpy.distutils'. I tried updating pip but the issue still persists. Any hints?
Hello Computer Vission Engineer , i just want to ask if there are something you recommend to replace openCV in my project? Because im using IP cam as real time video and it cant support high resolution of the ip cam, it so lag and fps drop and crash after a mins. But if i try to reduce resolution to 720p and 10 fps it work fine. I think openCV has a problem in high resolution IP cam. And do you have also recommend for o.s?
@ComputerVisionEngineer
3 ай бұрын
Hello, OpenCV is usually a very efficient image processing library, it would be hard to find another library that works better in terms of performance, but you can try with Pillow and scikit-image. 🙌
Hello Felipe! I was wondering if you could create a video showcasing real-time license plate recognition as well. It would be fantastic to see this in action, and I believe your expertise would make it an exceptional learning experience. Thank you for all the valuable content you provide!
@ComputerVisionEngineer
8 ай бұрын
As a matter of fact, I am currently preparing a video showcasing a real time license plate recognition system. I hope it will be ready soon. Stay tuned! 😃🙌
@Enjoyurlife1789
8 ай бұрын
We are waiting sir.. Thanks alot @@ComputerVisionEngineer
@vitorhugodossantos1902
8 ай бұрын
@@ComputerVisionEngineeraguardamos ancioso amigo por esse vídeo !!!
@farhanhere29
7 ай бұрын
@@ComputerVisionEngineerwhen you will upload it ?
@user-bm3te9iz2y
7 ай бұрын
we are waiting sir@@ComputerVisionEngineer
Can you please tell the setup and folder name with ide you have used in this before starting the project
Excelente! Una consulta , el modelo preentrenado hay que volverlo a entrenar con el dataset? y si es asi hay que ver el otro video para entrenar el modelo? el codigo funciona pero no genera los csv porque no esta reconociendo las patentes. Saludos.
@ComputerVisionEngineer
10 ай бұрын
Gracias! Te referis al detector de patentes? Si usas el que entrene yo creo no tendrias que re entrenarlo. Aunque si no tenes un buen resultado con tus imagenes, podrias reentrenarlo.
What assessment methods and assessment sets can I use for this model?
Great tutorial
getting following error ImportError: Cannot load backend 'TkAgg' which requires the 'tk' interactive framework, as 'headless' is currently running
hey, thank you very much for this tutorial . where can I get some videos like this one that you used om the highway for testing?
@ComputerVisionEngineer
5 ай бұрын
I got the video from pexels.
Sorry.. but where we can find the model folder and it's file... It's not in your given git repository... ?? Could you please tell me
I tried to run this code in my system with a pretrained-model yolo model for license plate recognition but I'm having these issues 1) the results are not being written in the csv file 2) when showing the frames that the model is extracting are oddly tiny it would be helpful if someone can explain what is going on as I am confused regarding this
Hi sir: i really enjoyed by this tutorial and learned a lot of things and i followed this tutorial and write the notes down on the hard paper step by step so it was really valuable tutorial and the project is successfully run and work with me. But sir one question is come up in mind that when the main file is executed that creates test file, and in test file we will have a lot of car Ids that have been detected that obviously can not be seen in the normal sample video, so what and where these car Ids is come from? thank you so much and looking forward the follow the other tutorials as well
@ComputerVisionEngineer
7 ай бұрын
Do you mean the object detector is detecting cars that are not in the video?
I'm having difficulty recognizing the embossed text on the product, do you have any solution? Please reply me
How do I use this model to recognize license plates on my real-time video captured in real life? Can you help me edit the Sort file properly!
@ComputerVisionEngineer Hi thank for making this project and may I ask, which part that i've to make the adjustment if i wanna use webcam
@ComputerVisionEngineer
Жыл бұрын
You would need to do several changes in the visualization so it is done on 'real time', as the video is being processed.
Hi sir , in parking spots video, Where did you get the dataset of images from?
@tabtaboun
5 ай бұрын
No body know 😶
Can this be used to delect using live camera and nit a video??
Great video and I was so close to joining the Patreon (first time ive ever been tempted) but £25 is just a little bit much :(
@ComputerVisionEngineer
10 ай бұрын
Thank you!! 😄 Oh, thank you so much for your feedback! Some of the posts are also available for the Computer Vision Enthusiasts tier. 😃🙌
@lewishuxtable1892
10 ай бұрын
then the enthusiast tier may be for me ! :)@@ComputerVisionEngineer
how should i create the 'test.csv' file? Is it me that create it or the programme automatically create the 'test.csv'?
Hello, can you help me with the License Plate Recognition? I don't know where should I download the "./models/license_plate_detector.pt" from, and I really need some help
@ZenoSamaOmniKing
6 ай бұрын
same issue , please help
@gangaramyadav6104
6 ай бұрын
Exactly I am facing same..
@varshapatil8917
5 ай бұрын
You have to train the model by yourself on above mentioned roboflow dataset.
Thanks for this tutorial! I'm here because the training procedure of the EasyOCR detector does not seem to work very well, and I was wondering "what about Yolov8?". (Might be personal preference, but I found the music of the introduction was very distracting.)
@ComputerVisionEngineer
10 ай бұрын
Thank you for your feedback! 🙌
thanks so much for this! i have a question. i am trying to replace vehicles = [2, 3, 5, 7] with vehicles = [0] to detect people but i am running into this error: ValueError: operands could not be broadcast together with shapes (0,) (1,2). any idea why?
@ComputerVisionEngineer
Жыл бұрын
Hey, in what part of the code you are getting this error?
@user-hi4fr1bx4v
Жыл бұрын
@@ComputerVisionEngineer Traceback (most recent call last): File "main.py", line 39, in track_ids = mot_tracker.update(np.asarray(detections_)) (have emailed you, YT wouldn't let me post the whole error)
Hi, when i run the code at 9:16 ('/models/license_plate_detector.pt' it gives an error which is no directory found. May i know how to resolve this problem?
@ComputerVisionEngineer
9 ай бұрын
You need to create a directory called 'models' and you also need the 'license_plate_detector.pt' file. In order to download/produce the file take a look at the readme file of this project's repository. You can either train your own license plate detector by using the same data I used and following the same approach I followed, or you can just download the model from my Patreon here: www.patreon.com/posts/license-plate-87407533 🙌
Hello, thank you for the video. i'm trying to use same algorithms with different video file but when no car detected i get an error. Please how could i handle that ?
Hello, I am interested in the license plate detector mentioned in the tutorial for automatic number plate recognition using Python, YOLOv8, and EasyOCR. Could you please guide me on where I might obtain this detector? Additionally, I'm curious if the detector is tailored to the license plates of a specific country and if there are instructions available on how to adjust it for recognition of plates from other countries. Thank you for your assistance.
@ComputerVisionEngineer
4 ай бұрын
Hi, the trained model is available in my Patreon. Regarding the object detection, it is likely to work in any other licence plate type, regarding reading the content you may need to adjust the code so it works with other types of license plates. 🙌
please make a cctv that can detect an illegal parking using yolov8 love your videos bro much love from the Philippines ❤🙏
@navaserokennethl.8754
Жыл бұрын
good idea bro, this topic will help me in my capstone project! 💜💜
@ComputerVisionEngineer
Жыл бұрын
What do you mean with 'illegal parking'?
@seanjoloan9596
Жыл бұрын
@@ComputerVisionEngineer illegal parking detection of vehicle who's illegaly parked in the sidewalks, Appeciate ur comment bro,Thankyou so much ❤️🙏
@ComputerVisionEngineer
Жыл бұрын
@@seanjoloan9596 oh I see, ok, I will try do a video about it in the future 🙌
@seanjoloan9596
Жыл бұрын
illegal parking violation is a common problem here in the Philippines surely people will love this to happen, thankyou brother ❤️
Thanks for the explanation, I would be grateful if you could send me the link to the whole file (video, data, coco, model......)
Hello Mr. I want the Highway video , could you please share the highway video link !
Hello Felipe, i am trying to find the license plate detector on git and I can't find it. As you have said that it is on git but it is not on git
@ComputerVisionEngineer
10 ай бұрын
Hello, I moved the model, it is now available as an additional perk to my Patreons. Check it out here www.patreon.com/posts/license-plate-87407533 🙌
Hi Felipe, can you explain for me what "add_missing_data.py" file do?
@ComputerVisionEngineer
10 ай бұрын
Hey, for each license we will have missing values in those frames where we don't detect the license plate, or where the number plate we get doesn't comply with our format. So we compute those missing frames by interpolated the data from the closest available frames. 💪
can you provide complete github code (your end video full folder)
Great, tutorial Can you make a tutorial about drowsiness detection of drivers?
@ComputerVisionEngineer
Жыл бұрын
Thank you! Sure, I will try to do it. 💪
How can I run this project on my laptop from your source code, there is csv missing plz help me ....
I also have an issue where I cannot intsall the libray "lap", because is it throws an error saying that the library numpy was not installed. However, it is installed in its latest version and I have used it many times. I could not find a solution for my issue on any forums...
@XoyTech
Жыл бұрын
Try installing in this order: numpy, lap, ultralytics
@pedrocson
Жыл бұрын
@@XoyTech Hi Grinaldo, thanks for the tip. But I've already tried that multiple times and other stuff as well. It seems to be a bug with the lap itself. I didn't find any solutions for my issue on forums.
Hola Felipe, que buenos tutoriales los de tu canal, y gracias por compartirlos con nosotros los estudiantes 🙂. Tengo una pregunta: donde puedo poner el "cv2.imshow('frame',frame)" para ver el video procesado en tiempo real...? Gracias...!!!
@ComputerVisionEngineer
Жыл бұрын
Para verlo en tiempo real son varios muchos cambios, tendrias que editar la visualizacion y 'enchufarla' al main file.
@SmarTechZ
Жыл бұрын
@@ComputerVisionEngineer estoy interesado igual en tener un ip camera como fuente de video y procesar el video en tiempo real, que necesito modificar?
Excellent tutorial, when I am trying to understand more about this code, I wonder where could I find more detailed information about the coco_model. I tried to find it on the link you provide, syr I find nothing. Could you pls provide me like a link about the cocomodel?
@ComputerVisionEngineer
11 ай бұрын
Thank you! Sure, the 'coco model' is a model trained with the coco dataset. This is the official site of the coco dataset: cocodataset.org 🙌
From where do we get the model?
Hello sir, I got these errors main.py", line 13, in mot_tracker = Sort() NameError: name 'Sort' is not defined thought I followed all your steps
Hi Felipe, I'm trying to change the input video and raise error as below: "line 54, in iou_batch xx1 = np.maximum(bb_test[..., 0], bb_gt[..., 0]) ValueError: operands could not be broadcast together with shapes (0,) (1,6)." How can I handle that?
@ComputerVisionEngineer
10 ай бұрын
It may be related there were no detections in that frame. Try to see if that is the case.
@NurIndahPratiwi71
10 ай бұрын
@@ComputerVisionEngineer Ok, I'll check later then. What if I wanna try detect from a set of images, what line should I modified?
@mihirdeshmukh8106
7 ай бұрын
@@NurIndahPratiwi71 Hey, I ran into the same error while using another video as input. Could you please help me if you solved it?
Hi Mate, I am using the same video stream and trying not to use the machine learning to achive the number plate identification for the last three months😂😂😂; Imaging how suprising I saw this video!
@ComputerVisionEngineer
Жыл бұрын
😂 That's quite a coincidence! 😃🙌
@yuqianglin4514
Жыл бұрын
@@ComputerVisionEngineer Yeah, but anyway, it's an excellent video!!!!!!!!!!!!!!❤❤❤ Gives me so much inspiration!!!!!!!!!!!!!!!!!
@Rkoleerock
11 ай бұрын
where did you get that video?
This exactly i need for my Thesis, Im a computer engineering student.
@ComputerVisionEngineer
8 ай бұрын
😃 Cool! Glad the video is useful for your Thesis! 🙌
@ghjkyj
7 ай бұрын
Hlo did u made the project by watching this video? If yes then pls can u help me get the highway video he used in project
@ashish_1729
Ай бұрын
Hey bro have you completed your thesis.
Can you do the same but with shipping containers that are put to the ground from a crane and track them along with their IDs that are located on them?
@ComputerVisionEngineer
8 ай бұрын
That sounds like a cool project, I will try to find a dataset in order to make a video about that! 💪
I have a question, what if for example a car bounding box has 2 number plates, does this code work for it, or do we need to do some modification?
@ComputerVisionEngineer
2 ай бұрын
The code assumes each car bounding box has only one license plate, if there are two license plates you may need to do some modifications.
hi felipe, if i change the video, would it able to detect it too?and what first i need to download if i want to do it from scratch? yolov8?easyocr?what else?
@ComputerVisionEngineer
8 ай бұрын
Please take a look at the project's repository, but it is based on Yolov8, EasyOCR and SORT if remember correctly. The license plate detection will work most likely, in order to read the number you will need to adjust some functions defined in util.py, format_license and license_complies_format. 🙌
Hello, I traind the yolov8 (detect) on custom dataset now how can I assess the yolov8 model with test dataset where I can get Recall , Precision, mAP, confusion matrix, curvs, and accurecy.
@G.R_
4 ай бұрын
from where to get that license_plate_detector.pt file ??can you plzzz guide me.......
Hey Felipe, I'm having trouble running this project on colab could you please post a video explaining how it can be done on colab
@ComputerVisionEngineer
8 ай бұрын
I will try to make a video explaining how to do it in a google colab. 🙌
Hello Sir! I was wondering about how you trained the license plate detector model. Can you please tell, how many images you used to train the model, and on how many epochs? I have trained the model using 1400 images, at 40 epochs. But I'm not sure if its giving me the best possible results. Thank you so much for all the tutorials, they're awesome!
@ComputerVisionEngineer
7 ай бұрын
The dataset is linked in the github repository. Number of epochs was 20 if I remember correctly. 🙌
@mihirdeshmukh8106
7 ай бұрын
@@ComputerVisionEngineerThank you Sir
@pasinduminiruwan4990
7 ай бұрын
Hello do you have "license_plate_detector.pt" this file with you. If you have can you please share it with me because it not showing in github repository
Finally, found a channel I can learn this topic. Can this work with raspiberry pi 4 with 8gb of ram!? Also do you a tutorial I can learn for me to collect my custom data. Thanks. Subbed
@ComputerVisionEngineer
8 ай бұрын
I haven't tested it in a Raspberry pi, if you test it let me know how it goes!
Is there a reason you choose to use abewley/sort instead of yolo's built-in tracking?
@olhodetigre777
7 ай бұрын
Estou com a mesma dúvida.
@ComputerVisionEngineer
7 ай бұрын
@@olhodetigre777 No reason. I hadn't had the time to familiarize myself with yolov8 built in tracking before making the video. 🙌
If anyone knows how to fix this please help. I've been trying to run this project on colab but I keep getting this error " Cannot load backend 'TkAgg' which requires the 'tk' interactive framework, as 'headless' is currently running" when running the main.py file, the error is linked to "from sort.sort import *" line.
@amaninaidja261
7 ай бұрын
Vérifier le nom de fichier sort il faut le fichier nommé sort
@archishasingh7299
3 ай бұрын
Use Agg instead of TkAgg
Please make next video on person re-identification and tracking using non overlapping cctv cameras using yolov7 or yolov8. I have been trying to make it since 2 weeks, but I am having difficulties in it, so plz help me.
@ComputerVisionEngineer
Жыл бұрын
I will try to do a video like that in the future., 🙌
Hello Felipe, Is it possible to to the same thing but with yolo-nas? If so can you make a video on it please, I have been trying to work on this for 3 weeks and I am stuck on it so it would help a lot.
@ComputerVisionEngineer
10 ай бұрын
Yeah I think it would be possible to detect the license plates using yolo nas. I will try to do it.
How can I use this for a react native mobile app
Hi champ, I cloned this repository, but I can't find the model folder which you used to detect the license plate. If possible, can you provide me that. Pls it's a kind request
@mrtea3122
7 ай бұрын
If you want the model you have to pay
Hi! Thanks for the tutorial, Is it possible to use a remote camera instead of the .mp4 file?
@ComputerVisionEngineer
Жыл бұрын
Hey, you would need to make some adjustments in the code, but yes it is possible. 🙌
@amar_39
10 ай бұрын
@@ComputerVisionEngineer I have the same question for the live camera can you please explain the steps in short It would very greatfull for us ?
file 'test.csv' doesn't work for me I got nothing in it , can you explain why? I downloaded the whole raspatory from your Github and followed every step😢😢
Hello Felipe, greeting from Brazil! What do you suggest to perform the detection of two different patterns of license plates that appear in the same video?
@ComputerVisionEngineer
11 ай бұрын
Hey Gabriel, try this: for every license plate try reading it as each one of your patterns, then keep the one that is read with the highest confidence score. 🤔 Not a perfect solution, but it could work. 🙌🇧🇷
@JoaoHenriqueSilvaCardozo
11 ай бұрын
boa mano, voce conseguiu chegar a implementar isso?
sir , i am not able to download the trained model . please help sir
Hey bro which version of python is compatible with this algorithms In your previous video I got landed into some compatibility issues that are solved after too much googling
@ComputerVisionEngineer
Жыл бұрын
Hey, in this tutorial I worked with Python 3.8. Other versions of Python should work as well. 🙌