Crack Detection AI

Catch cracks in your products before they leave the line, ship to a customer, or fail in the field.

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Crack Detection AI for the Toughest Industrial Manufacturing Problems

Deploy Anywhere, Run Everywhere
Run crack detection on existing line cameras, robotic arms, handhelds, the edge, on-prem, in your VPC, or via API, wherever your line, cell, or QC station needs it.
One Platform, Full Adoption
Tools every team can adopt, from developers to business owners, no ML team required.
Secure and Reliable, Always
Data stays safe with SOC 2 Type II compliance, encrypted data, HIPAA compliance, and an uptime SLA.

“Roboflow has been instrumental in accelerating our deployment of innovative AI solutions.”

Travis Turnbull

Vice President & CIO, Pella Corporation

See customer stories

Talk to a Vision AI engineer who's shipped in heavy industrial manufacturing.

A single cracked casting, weld, or assembly can mean scrap, warranty claims, recall, or a customer down for days. Bring us your toughest inspection problem and we'll map a working solution on the first call, whether you need a proof of concept next week or a validated, line-wide deployment by next quarter.

Ask us about:

Solution architecture for ASME, AWS D1.1, AS9100, and ISO 5817 environments
Live demo on your line footage, NDT imagery, or part photos
Deployment options: edge, on-prem, air-gapped, robot-mounted, or VPC
ROI modeling against scrap, warranty, recall, and field-failure costs

Over 16,000 organizations build with Roboflow.

Rivian
Pella
Chobani
USG Corporation
BNSF Railway
American Woodmark

Start where you are

Catch Cracks at the Source, Eliminate Scrap, Stop Field Failures with Vision 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.

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Crack Detection AI