Manufacturing

31 May 2026 • 3 min read

Roboflow Advances Defect Detection Pipeline for Manufacturers with Synthetic Data Powered by NVIDIA Physical AI

The Roboflow Vision AI platform lets manufacturers stand up production-grade defect-detection models in days with the NVIDIA Defect Image Generation skill. TAIPEI, June 1, 2026 —Roboflow today unveiled a breakthrough in training production grade defect detection models with limited data. The Roboflow platform now enables manufacturers to generate synthetic data

21 May 2026 • 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,

19 May 2026 • 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.

19 May 2026 • 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.

13 May 2026 • 7 min read

Smart Sensors vs. Traditional Sensors on the Factory Floor

Use Roboflow to send vision AI data to your PLC for automation.

4 May 2026 • 5 min read

Understanding OEE vs OOE vs TEEP

Understand the difference between OEE, OOE, and TEEP. Learn how to calculate each metric and how computer vision can improve your OEE Quality score.

15 Apr 2026 • 4 min read

What Is Supervisory Control and Data Acquisition (SCADA)?

Discover how SCADA centralizes observability and control for industrial automation. Learn about PLCs, telemetry pipelines, and using vision as a sensor.

1 Apr 2026 • 7 min read

Upgrading Lean Six Sigma with AI

Discover how Lean Six Sigma reduces waste and defects. Learn how integrating the DMAIC framework with computer vision AI automates the Measure and Analyze phases.

18 Mar 2026 • 6 min read

How to Improve First Pass Yield

Learn how to improve First Pass Yield. Build a visual intelligence pipeline to automate defect detection using Roboflow.

11 Mar 2026 • 6 min read

Understanding Discrete vs. Process Manufacturing

What's the difference between discrete and process manufacturing? How each works, why the distinction matters, and where computer vision fits in both.

10 Mar 2026 • 7 min read

Takt Time vs. Cycle Time? A Master Guide to Synchronizing Production with AI

Discover the critical difference between Takt Time and Cycle Time. Learn how to calculate both, and how to use computer vision to eliminate manufacturing bottlenecks.

6 Mar 2026 • 9 min read

Build a Body-in-White Inspection System with Computer Vision

Optimize your Body-in-White quality gate with computer vision. This guide walks you through building a sophisticated, two-stage vision system with RF-DETR Small and Gemini 3.1 Pro.

4 Mar 2026 • 21 min read

How to Build Automated Pallet Accounting at End-of-Line with Roboflow

Automate pallet accounting at end-of-line with Roboflow Workflows and RF-DETR. Track every pallet from conveyor arrival to forklift pickup using zone-based monitoring and real-time event logging.

4 Mar 2026 • 6 min read

Visual Quality Management with Roboflow

This guide shows you how to build a complete high-stakes inspection loop for visual quality management.

1 Mar 2026 • 6 min read

What an MES Does on the Factory Floor

Manufacturing Execution Systems run the factory floor - but they can't see it. What an MES does, where it stops, and where vision AI picks up.

1 Mar 2026 • 5 min read

What Is Machine Guarding? A Comprehensive Guide to Industrial Safety

Explore the fundamentals of industrial machine guarding. Learn about fixed barriers, OSHA compliance, and how computer vision enables smart virtual guarding.

13 Feb 2026 • 19 min read

Image Annotation Best Practices for Robotics

Learn how to master robotics-specific challenges like motion blur and occlusions during image annotation.

10 Feb 2026 • 6 min read

How to Build an Edge Vision System for Weld Inspection

Learn how to build a high-precision, two-layer inspection agent that combines the lightning-fast perception of RF-DETR with the deep visual reasoning of Gemini.

30 Jan 2026 • 7 min read

Automate FDA Label Compliance with Computer Vision

See how to automate FDA food label compliance with computer vision - detecting required label components, extracting text, and validating it at scale using Roboflow models and Workflows.

26 Jan 2026 • 11 min read

How to Reduce Scrap in Manufacturing with Computer Vision

Scrap isn't inevitable, it is a visibility problem. Most manufacturers discover defects hours after they start. Computer vision changes this by detecting issues in real-time.

20 Jan 2026 • 6 min read

Visual Assembly Verification with Computer Vision

Manufacturers need to know that items are assembled correctly. This guide shows how to build visual assembly verification that compares products to a reference image and returns a clear pass/fail verdict with exactly what’s wrong.

7 Jan 2026 • 10 min read

How to Improve Cycle Time with Computer Vision

Learn how computer vision measures cycle time continuously, reveals hidden waiting and handoffs, and turns cycle time from a guessed metric into a live operational signal.

10 Dec 2025 • 17 min read

Best Defect Detection Algorithms for Manufacturing

This guide breaks down the best defect detection algorithms for manufacturing and shows why instance segmentation is now the standard for high-precision quality control.

17 Apr 2025 • 4 min read

How Computer Vision Supports Operators in Modern Manufacturing

Learn how you can use computer vision as an operator to reduce manual inspection load, improve product quality, and more.