Automated Defect Detection for Manufacturing

The Problem

Manual visual inspection is slow, inconsistent, and expensive. Human inspectors miss defects due to fatigue, and scaling quality control across multiple production lines requires hiring more staff. Traditional machine vision systems are rigid and take months to configure for new product types.

How vfrog Solves It

With vfrog, you describe defect types in plain English — scratches, dents, misalignment, color inconsistencies — and upload a handful of sample images. Our agent auto-labels defects, trains a detection model, and deploys it to your production line via API. When a new defect type appears, simply upload a few examples and retrain in minutes.

Key Benefits

• Detect defects in real-time with 95%+ accuracy
• Set up new inspection tasks in under 30 minutes
• Reduce scrap rates by up to 40%
• Scale across production lines without additional staff
• Continuous improvement with simple retrain workflow