• 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.
• 10 min read
RF-DETR: A SOTA Real-Time Object Detection Model By Roboflow
We have released RF-DETR, a state-of-the-art real-time object detection model. Learn more about how RF-DETR works and how to use the model.
• 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.
• 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.
• 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.
• 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
Vision Token Counts: What does it cost to process an image with a frontier vision model?
Understand the cost, per-provider tokenization rules, and a comparison across image sizes for Claude, GPT, and Gemini.
• 7 min read
Best Object Detection Models
Object detection has entered a new era in 2025. Next-generation models are combining transformer efficiency and real-time speed to power breakthroughs in automation, robotics, and visual intelligence across every industry. See the best models.
• 5 min read
AI Swimmer Tracking
Learn how to build an automated aquatic monitoring pipeline using RF-DETR and ByteTrack in Roboflow.
• 4 min read
Latency vs Accuracy Tradeoff in Object Detection, Solved
Solve the latency vs accuracy tradeoff in object detection. Watch NAS search thousands of models and map the curve.
• 11 min read
Computer Vision in Manufacturing Automation: Use Cases, ROI, and How to Deploy
Learn how computer vision can be used in manufacturing.
• 17 min read
Detecting Road Defects with Computer Vision
This tutorial shows how to build an automated road defect detection system using Roboflow with deployment strategies for UAV imagery and dashcam video, each generating structured inspection reports automatically.
• 8 min read
AI Crop Analysis with Roboflow
Learn how to combine RF-DETR and Claude Sonnet 4.5 in Roboflow Workflows to detect plant diseases.
• 9 min read
Trading Card Inventory Management with AI
Learn how to build an automated TCG inventory pipeline using RF-DETR and Gemini 2.5 Flash to extract card details and market values.
• 5 min read
Serverless GPU Inference Cost Comparison: Roboflow, GCP, AWS, Azure
SUMMARY
Serving a custom RF-DETR XL model on serverless GPU infrastructure produces dramatically different monthly costs depending on the provider and traffic pattern, so this post benchmarks Roboflow Serverless, GCP Cloud Run, AWS SageMaker, and Azure Serverless GPU across three workloads: continuous inference at one request per 10 seconds,
• 21 min read
DINOv3: An Advanced Self-Supervised Vision Foundation Model by Meta
Explore Meta's DINOv3, the state-of-the-art self-supervised vision foundation model. Learn how its SSL architecture works and how to train it on Roboflow.
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