• 4 min read
Build a 3D Soccer Offside (VAR) System
Learn how to build a 3D soccer offside (VAR) system from any video clip.
• 15 min read
Defect Inspection
Automate manufacturing defect inspection with computer vision. Learn how to train an RF-DETR model and build a pass/fail QA workflow using Roboflow and Gemini.
• 8 min read
Building a Drone-Based Security System with Computer Vision
Learn how to build an automated drone security system. Use Roboflow inference, supervision, and PTZ cameras to detect intrusions and dispatch drones.
• 7 min read
Tarmac Safety AI
Build an automated airport FOD detection workflow using RF-DETR, Roboflow Workflows, and Gemini 2.5 Pro.
• 7 min read
Injection Molding Defect Detection for Medical Components
Use RF-DETR and Gemini 2.5 Pro to detect defects on molded components and generate automated inspection observations.
• 9 min read
How to Fine-Tune RF-DETR Keypoints on Custom Data
A step-by-step guide to fine-tuning RF-DETR Keypoint on a custom basketball court dataset, from COCO pretrained inference to training, evaluation, and broadcast-video inference.
• 9 min read
Steel Strip Defect Inspection
Train an RF-DETR model on steel strip defects and build a Workflow that sorts every inspection into pass, review, or fail.
• 8 min read
Building an AI-Powered Robotic Welding Defect Detection System
Use RF-DETR and Gemini 2.5 Pro to identify welding defects and generate automated quality inspection reports.
• 13 min read
Real-Time Keypoint Detection with RF-DETR
Discover RF-DETR Keypoint, a real-time, end-to-end detection model. Outperforming YOLO26-pose, it offers self-calibrating loss & Apache 2.0 license.
• 8 min read
Surface Defect Detection on Machined Metal Medical Parts
Use RF-DETR and Gemini 2.5 Pro to detect surface defects on machined medical components and generate automated inspection observations.
• 8 min read
IV Bag Fill-Level and Leak Detection
Build an automated IV bag fill-level and leak detection system using RF-DETR and Gemini 2.5 Pro.
• 9 min read
Automated Tire Sidewall OCR
Automate tire sidewall OCR to extract DOT codes, sizes, and brands. Learn to combine RF-DETR and multimodal LLMs into a Roboflow Vision Agent.
• 8 min read
How to Add an LLM to a Vision Pipeline (And When to Avoid It)
Discover when to add an LLM to your computer vision pipeline. Learn how to combine object detection and visual reasoning in Roboflow Workflows.
• 8 min read
OCR Lot Code and Expiry Date Verification for Medical Packaging
Train a Roboflow localization model, isolate printed label fields, and verify batch numbers and expiry dates with Google Gemini.
• 12 min read
Give My Agent Eyes
Combine RF-DETR and LMMs to build an AI pipeline that perceives, reasons, and acts.
• 7 min read
Turn Vision AI Detections Into Alerts: PLC, MES, Slack
Learn how to detect defects with Roboflow and trigger real-time downstream alerts in manufacturing facilities.
• 12 min read
Train a Computer Vision Model with Roboflow Train
Discover how Roboflow Train automates computer vision model training. Eliminate infrastructure setup, leverage NAS, and deploy to production.
• 7 min read
The Best Free Computer Vision Models
The best free computer vision models, compared by task, speed, and license.
• 9 min read
Diabetes Device Inspection
Learn how to automate visual quality checks across glucometers, insulin pens, CGMs, and more using Roboflow Workflows and Gemini.
• 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.
• 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
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.
• 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.
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