• 9 min read
Process RTSP Streams for Real-Time Video Analytics
Ingest RTSP streams, handle frame buffering, and run wildfire smoke detection on the Roboflow Inference Docker container.
• 7 min read
Chaining Models: Combining Detection, OCR, and an LLM in a Single Workflow
Learn how to build a multi-stage computer vision pipeline. Chain RF-DETR object detection, OpenAI OCR and LLMs in Roboflow to process documents.
• 14 min read
Gemini Computer Vision
Google's Gemini models bring computer vision capabilities and enables understanding images and video without fine-tuning. In this guide you will learn how to use latest Gemini models in Roboflow Playground and Workflows for computer vision tasks.
• 18 min read
OpenAI Computer Vision
OpenAI models can classify images, extract text, detect objects, and answer visual questions without any training data. This guide covers the latest OpenAI models with vision capabilities, how to test them in Roboflow Playground, and how to build vision pipelines using Roboflow.
• 8 min read
Real-Time Object Detection in the Browser
Build ultra-low latency, real-time object detection in the browser. Learn how to stream webcam video to serverless GPUs using WebRTC and Roboflow.
• 6 min read
Gemini 3.5 Flash for Vision: Evaluation and Benchmarks
Google released Gemini 3.5 Flash May 19, 2026 at Google I/O and it is the highest performing frontier model on the Roboflow Vision Evals leaderboard, beating Gemini 3.1 Pro on counting and spatial reasoning while running about three times faster.
Six months after Gemini 3 Pro set
• 4 min read
Integrate Roboflow with OPC UA
This guide shows how to push Roboflow Workflow detections to an OPC UA server, making them available as live tags to dashboards, PLCs, and SCADA platforms alongside any other plant sensor.
Prerequisites
* Roboflow Enterprise plan — the OPC UA Writer Sink is enterprise-only
* Docker Desktop
* An existing OPC UA server — Ignition,
• 4 min read
Roboflow MCP: Build Vision Apps with Claude, Codex, and More
The new Roboflow MCP Server connects Claude, Codex, and other AI agents to Roboflow so they can label visual data, train custom models, and build deployable vision pipelines.
• 2 min read
Launch: 300+ OpenRouter models available in Roboflow
Starting today, Roboflow's integration of OpenRouter gives you access to over 300 models, including every major VLM plus specialized and open-source options, all from a single interface. Pick the right model for the job today, and change your mind later without rewriting your pipeline.
A common pattern in
• 5 min read
Clarifai Alternative: How to Migrate Your Dataset to Roboflow
Learn how to export your Clarifai dataset and migrate it to Roboflow in a few steps.
• 5 min read
Vision-Guided Robotics: The Future of Automation
Discover how to use Roboflow to give robots real-time edge AI perception for chaotic environments.
• 7 min read
Calculating and Improving Overall Equipment Effectiveness (OEE)
Discover how Overall Equipment Effectiveness (OEE) measures productivity. See how to automate real-time OEE tracking with computer vision.
• 15 min read
PPE Detection with AI: Real-Time Worker Safety Monitoring
Learn how to automate workplace safety monitoring. Build a real-time PPE detection pipeline using RF-DETR and Roboflow Workflows to track helmets and vests.
• 7 min read
Build a Real-Time Traffic Light Detection System
Learn how to build a real-time traffic light detection system.
• 5 min read
Golf Swing Analysis with Vision AI
Analyze golf swing mechanics automatically using Roboflow 3.0 keypoint detection and Gemini 2.5 Flash in Roboflow Workflows.
• 11 min read
Computer Vision MCP: How to use Roboflow MCP
Learn how to use the Roboflow MCP server with Claude Code to build a bird species monitoring app, from uploading images and and generating dataset version to training an RF-DETR model and deploying a Workflow, all from your terminal.
• 8 min read
Pothole Detection with RF-DETR
Discover how to build a pothole detection pipeline. Use RF-DETR and ByteTrack in Roboflow Workflows to automate road hazard tracking and repair prioritization.
• 7 min read
Smart Sensors vs. Traditional Sensors on the Factory Floor
Use Roboflow to send vision AI data to your PLC for automation.
• 5 min read
GPT-5.5: Vision Benchmarks & Use Cases
Explore OpenAI GPT 5.5 vision benchmarks. Learn how its new high-resolution encoder improves document parsing and how to use it in Roboflow Workflows.
• 7 min read
Tracking Baseball Games with AI: Dynamic Field Analytics
Build a high-speed computer vision pipeline using RF-DETR and OC-SORT to extract player and ball telemetry data.
• 27 min read
Automate Food Service with AI
Two tutorials for automating food quality with computer vision: end-line plating QA with Gemini 3, and a packaging line monitor with RF-DETR and ByteTrack.
• 6 min read
High-Speed Analytics: Tracking Table Tennis Movements with RF-DETR and OC-SORT
Build a high-speed computer vision pipeline using RF-DETR and OC-SORT to generate sports analytics.
• 5 min read
Pickleball Player Performance Analytics with Roboflow
Analyze pickleball player positioning and tactics automatically using RF-DETR, Roboflow Workflows, and Claude.
• 6 min read
Hockey Player Tracking with Roboflow
Learn how to build a hockey tracking pipeline. Use RF-DETR and ByteTrack in Roboflow Workflows to track players and visualize movement trails.
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