smeyanoff / car-number-detection

Car's plate detection and car's colour detection with YOLO5 and LPRnet

Hi there 👋

My name is Dmitry Nesmeyanov 😎

I work as the Head of the Neural Networks Development and Data Analysis department at VITA, Samara, Russia.

Master's degree, AI Talent Hub at ITMO University, St. Petersburg.

How to contact me

You can reach me on Telegram at @smeyanof.

🎒 My Projects

Pogramming

🤖 tg-bot

Telegram bot with authentication, asynchronous database connections and user role routing

PROJECT

ML

To get a better understanding of my projects, I have split my repositories into ML areas with short descriptions.

🎞 Computer Vision

🚗 Car Number Detection

This project focuses on detecting car license plates and recognizing the numbers on them. YOLO was trained on Russian license plates.

PROJECT

🏠 Image Depth Estimation

Estimate the depth of an object using only a photo.

PROJECT

🗨 Natural Language Processing

🏷 Tags By Review

This project aims to find tags (short descriptions of locations) by analyzing user reviews about those locations. The RoBERTa model was used for this task.

PROJECT

🤖 Reinforcement Learning

👽🤡 Generate Faces

Generate faces using GANs.

PROJECT

🤖🤖 RL

Just Homework

PROJECT

🚚 MLOps

🟥 Kuberay Serving System

Use KubeRay to serve ML models in Kubernetes hosted on-premise.

PROJECT

Streamlit with Rayserve

PROJECT

car-number-detection's Issues

Requirements.txt

Не хватает модуля
ultralytics

PS: можно ли распознать номер с фото?