Omni-LPR

概要

Omni-LPR is a robust, self-hostable server designed to deliver automatic license plate recognition (ALPR) capabilities through both standard REST and the Model Context Protocol (MCP) APIs. It serves as a ready-to-deploy microservice, enabling applications written in any language to access advanced ML-powered ALPR without integrating complex dependencies directly. This allows for seamless decoupling of recognition models from your main application, promoting independent scalability and offering multiple interfaces for integration, including for AI agents.

主な機能

• Easy Deployment: Installable as a Python library or runnable via pre-built Docker images
• 0 GitHub stars
• Multiple API Interfaces: REST and MCP support
• High-Performance Recognition: Fast and accurate ALPR using state-of-the-art computer vision models
• Hardware Acceleration: Support for CPU (ONNX), Intel CPU/VPU (OpenVINO), and NVIDIA GPU (CUDA)
• Asynchronous Core: Built on Starlette for high-performance, non-blocking I/O

ユースケース

• Integrating automatic license plate recognition into AI agents
• Decoupling complex machine learning tasks from main application logic
• Deploying a standalone ALPR microservice