• 4 min read
The Computer Vision MCP Server
The Roboflow computer vision MCP server connects Claude Code, Codex, or Cursor to Roboflow so your agent can build, label, and train models. Watch the live demo.
• 4 min read
Object Tracking in Video
Object tracking in video used to mean the SDK or the CLI. Now SORT, ByteTrack, and OC-SORT are drop-in blocks in Roboflow Workflows. See how to count, trace, and track in minutes.
• 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.
• 7 min read
High-Speed Analytics: Tracking Table Tennis Movements with AI
Build a high-speed computer vision pipeline using RF-DETR and OC-SORT to generate sports analytics.
• 4 min read
Edge AI Fleet Management for Computer Vision
Learn how edge AI fleet management deploys and monitors computer vision across many sites.
• 6 min read
Pickleball Player Performance Analytics with Roboflow
Analyze pickleball player positioning and tactics automatically using RF-DETR, Roboflow Workflows, and Claude.
• 7 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.
• 4 min read
How to Use a VLM to Control a PC
Learn how to use a VLM to control a PC. See how a model can read your screen and click for you. See why it works and watch Qwen 3.5 do it live.
• 12 min read
Use Cases for Computer Vision in Healthcare
The FDA has authorized 1,524 AI-enabled medical devices, and the market for vision in healthcare is growing 24% a year. Here are 9 ways hospitals use computer vision today, from pill counting to cancer screening, with tutorials to build each one.
• 8 min read
Occlusion Techniques in Computer Vision
Occlusion is when part of an object is hidden from view, and models trained on clean images fail on it: augmentations like Cutout, CutMix, Mosaic, and Copy-Paste block or mix regions during training to force generalization beyond one canonical feature.
• 6 min read
Automated Volleyball Tracking with RF-DETR and ByteTracker
Learn how to build a real-time volleyball tracking pipeline. Combine RF-DETR and ByteTrack in Roboflow Workflows for automated sports analytics.
• 4 min read
How to Store Computer Vision Model Predictions
Store computer vision model predictions, images, and metadata in one place. See Roboflow Vision Events turn raw output into insight.
• 5 min read
Computer Vision for Autonomous Mobile Robots (AMRs)
Learn how computer vision for autonomous mobile robots moves pallets in tough warehouses. See how Peer Robotics builds it with Roboflow.
• 8 min read
RF-DETR vs. Alternatives: Benchmarks and Deployment Compared
A technical comparison of accuracy, latency, and deployment constraints across the top object detection, segmentation, and keypoint models
• 5 min read
What Is YOLO-OCR? Read Text with Custom Models
YOLO-OCR is open-source OCR datasets and models on Roboflow for reading text, numbers, and receipts. Train a custom OCR model and deploy it.
• 7 min read
Tennis Player Performance Analytics with Roboflow
Build an automated tennis player positioning analysis system using RF-DETR, Roboflow Train, and Workflows.
• 7 min read
Edge vs. Cloud Inference with Roboflow
Should you deploy computer vision models to the edge or the cloud? Compare latency, costs, and connectivity to choose the best inference architecture.
• 4 min read
Claude Opus 4.7: Vision Benchmarks & Use Cases
See Claude Opus 4.7 vision benchmarks. Learn how to use its higher-resolution image encoder and document parsing for automated data labeling.
• 19 min read
Edge Detection in Image Processing: An Introduction
What edge detection is and how it works: Canny, Sobel, Laplacian, and more with OpenCV code, plus when to use a trained model instead.
• 9 min read
Mastering HMI Design and Vision AI Integration
Discover how to integrate vision AI with High-Performance HMIs. Learn to use Roboflow, MQTT, and OPC-UA to turn visual data into actionable industrial insights.
• 4 min read
How to Build a Real-Time Computer Vision Web App
Learn how to build a real-time computer vision web app. Webcam detection over WebRTC, drawn on a canvas overlay.
• 4 min read
YOLO-Face Detection with Custom Models
Discover YOLO-Face, a collection of open-source face detection datasets and models. Learn how to build and train custom face detectors with Roboflow.
• 29 min read
Pick and Place Robot Model & Prototyping
Learn to quickly prototype a vision-guided pick-and-place robot using synthetic data, Roboflow RF-DETR, and PyBullet, then move it to real hardware.
• 5 min read
The Evolution of the Industrial Internet of Things
Discover how Edge IIoT and computer vision transform smart factories. Learn to process massive visual data loads at the edge with Roboflow's AI1 camera.
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