Defect Detection AI

Turn hidden defects into instant insights with Roboflow’s defect AI- built for fast-paced, high-stakes production environments. Whether you're inspecting raw materials, in-line products, or returned inventory, Roboflow delivers accurate, scalable defect detection with flexible infrastructure that fits any facility.

Surface and Structural Defect Detection:

• Detect cracks, dents, scratches, and deformation on metal, plastic, glass, and more
• Identify wear, fractures, or impact damage on components and equipment
• Catch chipped edges, broken parts, or misalignments in real time

Packaging and Transport Quality Control:

• Flag crushed boxes, torn wrap, or punctured packaging instantly
• Verify seals, lids, and containers before they leave the line
• Validate incoming and returned goods automatically

High-Speed, High-Accuracy Inspection:

• Monitor production lines without slowing throughput
• Trigger real-time alerts for out-of-spec or unsafe products
• Reduce manual inspection and improve accuracy at scale

Bring intelligence to every inspection today. Prevent defects from reaching your customers, disrupting operations, or driving up costs.