Provides RESTful API access to Ultralytics YOLO operations for various computer vision tasks including training, validation, prediction, export, tracking, and benchmarking.
概要
The Ultralytics Server transforms Ultralytics' command-line YOLO operations into a production-ready REST API service. It enables developers to seamlessly integrate Ultralytics' powerful capabilities into modern application architectures, whether they are building computer vision applications, training custom models, or automating YOLO workflows with tools like n8n.
主な機能
Real-time Server-Sent Events (SSE) for monitoring long-running operations like training
Production-ready Docker containerization with multi-stage builds and security scanning
Full Model Context Protocol (MCP) compliance with handshake and tool discovery
RESTful API for all YOLO operations with comprehensive request/response validation
API key authentication, input validation, and vulnerability scanning for enterprise security
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ユースケース
Building and deploying custom computer vision applications
Automating YOLO model training, validation, and prediction workflows
Integrating Ultralytics capabilities into workflow automation tools like n8n
