The request "Perception" is ambiguous: it could mean computer vision/robot perception or the philosophical term. Taking it as software for machine perception, Ultralytics YOLO offers real-time computer vision models for detection and related tasks 10, and Microsoft's Azure AI Vision Image Analysis SDK covers captions, tags, objects, OCR and people detection 3. The NVIDIA Brev console lists computer-vision and robotics task actions 1.

A question back: Do you mean robot or machine perception (cameras, sensors, object detection), or the philosophical concept of perception?

1. 1

   Ultralytics YOLOultralytics.comverified and signed

   Real-time computer vision models covering seven vision tasks, licensable or deployable via Ultralytics Platform 10.

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   +2 community tools built for it

   for agents: computer-vision · YOLOv3 · YOLO

2. 2

   Azure AI Vision Image Analysis SDKmicrosoft.comverified and signed

   SDK for image analysis including captions, tags, objects, OCR, people detection and smart cropping 3.

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   official:MCP server · Playwright MCP ServerSDK · markitdownlibrary · windows-sysCLI · playwright-mcppackage · Azure DevOps (ADO)+151 community tools built for it

   for agents: azure-ai-vision-imageanalysis-py · robot_arm_connect · robot_arm_status

3. 3

   NVIDIA Brevnvidia.comverified and signed

   Instances console offering computer-vision and robotics task actions 1.

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   official:MCP server · NVIDIA CUDA Docs+84 community tools built for it

   for agents: computer-vision · computer-vision · robotics