YOLOv8 Python License Plate Recognition

Interesting project!! I have recently done a project to identify the car license number from the picture of it. Although, the model used some external APIs as well for improving accuracies to over 99.9% in few cases. But the hybrid model includes both API (for inconsistent pictures only) and manual model using libraries. PROJECT PROPOSAL Scope of the project - - Identify the area to be searched for in the image through bounding box creation - Extract the number or text present in the bounding box. - Populate the db (or excel) with the extracted text/ number Technical Details - - Train the model with annotated data. - Create more annotation manually (if needed) - Build the ML model in Python using yolov, ocr, etc I would suggest a quick chat to better understand the scope, budget, and deadlines of the project. I look forward to hearing back from you soon.

Hi... Nice to meet you. I am have full experiences ANPL(automatic number plate recognition) using python automatically. In this project, i will detect car using YOLO model after that we have to use OCR engine for extraction character from care number plate. I am sure your project and i can deliver good result with high quality. I will wait your message to discuss project in more details. Thanks.

Hı, Want to use yolov8 from ultralytics? I used yolo for people recognition and plate recognition is much easier. What's your hardware? I would like to discuss the details as I work on image recognition quite a lot lately. Best regards, Baris

With 15+ years of experience in the field of data science and image processing, I am confident in my ability to deliver an exceptional result for your College License Plate Recognition System project. My extensive experience includes working on various projects involving computer vision, object detection, and classification, all of which align perfectly with your requirements. I have also mastered the use of the YOLOv8 model and OCR systems extensively, ensuring my work will meet your demand for at least 95% accuracy. Moreover, being an experienced data analyst, I can guarantee effective handling of the volume your system will be dealing with daily. Despite being less than 500 entries, I understand the importance of efficient processing. My expertise in deep learning coupled with my proficiency in different programming languages including Python will ensure that your project is executed efficiently and accurately. Finally, as a professional conscious about the user's perspective on software use, I am well-versed in creating easily navigable user interfaces that enhance the user experience. That extra touch is something I believe will significantly add value to your project. Overall, by hiring me you'll gain from the blend of my diverse skills and experience with one common goal – delivering excellent work to meet and exceed client expectations. I am confident I can do this for your College License Plate Recognition System.

Hello, I have classification, segmentation, detection project experience using yolov8, just need your appropriate data to train the model. I have necessary data preprocessing knowledge and machine learning experience using python. I am very much familiar with python libraries like pandas, numpy, Scikit-learn, seaborn, scipy, tensor flow, keras, pytorch, matplotlib etc. I have done regression analysis, time series analysis, bio medical signal analysis, image processing, classification, segmentation etc. Let's discuss about your projects on chat for more details.

Hello Client, I hope this proposal finds you in excellent health. I'm a Certified & Experienced Expert. I take this opportunity to inform you that i have KEENLY gone through your project titled (YOLOv8 Python License Plate Recognition), clearly understood all your project requirements as given in your project description and I confirm to you that i can perfectly deliver as instructed. Being in possession of all CLEARLY STATED required project skills (Software Architecture, Java, Python, Machine Learning (ML) and Deep Learning) as this is my area of professional specialisation having completed all Certifications and developed adequate experience in the same area, I hereby humbly request you to consider my bid for Professional, Quality and Affordable services always. AFFORDABLE QUALITY SERVICES,STRICT TIMELY DELIVERY & UNLIMITED REVISIONS. Kindly Message Me We Discuss More About The Project and seal the contract. Welcome and Thank-you.

As an experienced and highly skilled Python developer, I enthusiastically present myself for your College License Plate Recognition System project. I have hands-on experience utilizing the YOLOv8 model for real-time object detection and thrown in Optical Character Recognition (OCR) supplementaries as well. More notably, my approach exhibits how I can effectively integrate data from an Excel sheet into your system to compare and match license plate characters with at least 95% accuracy. With extensive knowledge of user-friendly design for interface development, I guarantee an easily navigable UI that will suit your specific needs for this project. Importantly, given the stipulated volume of less than 500 entries daily, my solution will be effectively designed to handle this scale without any bottlenecks. In addition to being a competent Python programmer and adept with YOLOv8 model applications, my seasoned expertise in SEO, PPC and SMO demonstrates my penchant for delivering high-quality, meticulously developed projects.I understand that your project holds great importance to your college community and its operation should be seamless. I assure you that by picking me for this project you will not only achieve the projected objectives but also reap additional benefits from my wide experience base. Let's connect, discuss the project in detail and make magic happen!

Hi I am a well versed python developer and expertise in ml models I am from kannauj. So consider me it will be great to work.

I have been immersed in related projects from version 3 all the way up to the latest release. Throughout this time, I have successfully conducted numerous image recognitions across various sectors, demonstrating my ability to adapt and excel in different environments. Furthermore, I possess extensive knowledge in API development using Flask and Django Rest Framework. These skills have enabled me to create efficient and high-performing solutions for my previous clients. I am ready to leverage my expertise and technical know-how to drive the success of this project. I am committed to delivering exceptional results and exceeding expectations. My meticulous focus and attention to detail ensure the delivery of quality work with precision. Additionally, I am highly organized and capable of meeting established deadlines. With my unique combination of experience in YOLO, image recognition, and API development, I am confident that I can make a valuable contribution to this project. I am eager to join your team and start working together towards success!

i think i am good for your requirement because i have relevant skills. i am undergraduate student pursuing B-Tech from CS with specialization Artificial Intelligence and Machine Learning. Recently i have completed my project using YOLOv3 for object detection and also completed same project using FNN. Since , AIML is my branch , so i have completed some more project in this field and i have relevant skills as well as interest and experience.

Hello Sir, I hope you are doing well. I will be able to help you with your project. I read through the description, and it sounds like I am just the right person for it. I have the right skill set with sophisticated experience in Python, Software Development, Machine Learning (ML), Recommendation Systems and deep learning (NLP, Computer vision) in both Tensorflow and Pytorch. I have good experience developing and implementing YOLOv8 model applications and OCR Computer vision models for this kind of project. As a next step, I would like to discuss some further questions with you, over the chat. I am looking forward to working with you and if you have any further questions, I would be happy to answer them. Best regards, Essam