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Rtdetr R50vd Russia Plate Detector

Developed by Garon16
Russian license plate detection model based on the RT-DETR architecture, supporting classification and recognition of regular and police license plates
Downloads 19
Release Time : 10/24/2024

Model Overview

This model is specifically designed for detecting and classifying Russian motor vehicle license plates, currently supporting two types: regular license plates (n_p) and police license plates (p_p). Fine-tuned from the PekingU/rtdetr_r50vd_coco_o365 model, it excels in license plate detection tasks.

Model Features

High-Precision License Plate Detection
Achieves an average precision (mAP) of 0.8829 on the evaluation set, demonstrating high accuracy in license plate detection.
Multi-Type Classification
Supports classification and recognition of both regular and police license plates.
Multi-Scale Object Detection
Effectively detects license plates of various sizes, performing well on both small and large targets.
Efficient Inference
Based on the RT-DETR architecture, enabling real-time object detection capabilities.

Model Capabilities

Russian License Plate Detection
License Plate Type Classification
Image Object Detection
Multi-Scale Object Recognition

Use Cases

Traffic Management
Intelligent Traffic Monitoring
Automatically identifies vehicle license plates in traffic monitoring systems.
Enables real-time detection and classification of passing vehicle license plates.
Parking Lot Management
Automatically recognizes vehicle license plates entering and exiting parking lots.
Improves parking lot management efficiency and reduces manual intervention.
Public Safety
Police Vehicle Recognition
Identifies special license plates on police vehicles.
Helps quickly identify police vehicles, improving emergency response efficiency.
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