Crack Detection AI

Turn slow, manual part inspections into real-time intelligence with Roboflow's crack detection. Built for the operations where one cracked casting, weld, or assembly can mean a scrapped part, a warranty claim, or a piece of equipment down at a customer site. Whether you're inspecting on the foundry floor, in the weld bay, at the machining cell, or at final QC, Roboflow delivers accurate, scalable crack detection on the lines your team already runs.

Castings, Forgings, and Heat-Treated Parts:

• Detect hot tears, cold shuts, shrinkage cracks, and quench cracks on castings and forgings
• Flag surface and subsurface cracks before parts move into machining or assembly
• Catch issues during cooling, NDT staging, or visual inspection cells

Welded Fabrications and Heavy Equipment Assembly:

• Inspect long welds on frames, chassis, vessels, and structural weldments
• Identify fatigue cracks, stress fractures, and weld toe cracking on large assemblies
• Verify weld quality against ASME, AWS D1.1, and ISO 5817 standards

In-Line and End-of-Line Inspection at Scale:

• Run models on existing line cameras, robotic arms, or handhelds, on the edge if you need it
• Catch cracks at line speed without slowing throughput
• Surface only the parts that need a second look so QC technicians focus where it counts

Bring intelligence to every inspection today. Stop cracks from leaving the line, eroding margin, or returning as warranty claims.