Project Case Library
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Source:Project Case Library / Date:2026-10-31
Welded Frame Check: AR Zones Catch Missing Subparts
Welded structures are checked against CAD, not drawings. Zone tests and projected edges catch missing subparts and cutout offsets in about 580 seconds.
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Source:Project Case Library / Date:2026-10-31
Fusing Point Cloud and Image Yields 6D Pose in a Stacked Bin
Cut plate has faint kerfs, no texture and near-identical specs in one bin. Fused point clouds and images resolve 6D pose and pick order at about 11 seconds.
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Source:Project Case Library / Date:2026-10-31
Fixed Views Beat a Circling Robot on Engine EOL Checks
Engine and transmission assemblies have points on four faces. Fixed robot groups with 20 MP cameras and dedicated lighting beat one robot circling the unit.
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Source:Project Case Library / Date:2026-10-31
10 m Bin, Weak-Edge Steel Parts: Stitched Views Feed 6D Pose
A ten-metre scrap bin mixes cut plate from full sheets to small blanks. Stitched views, deformable templates and 6D pose drive sub-millimetre robot picking.
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Source:Project Case Library / Date:2026-10-31
20-40 Cameras and 10-30 s Cover a 5 m Dashboard Bracket
Dashboard brackets reach the 5000 mm class and carry five defect families. 20 MP cameras cross-cover assembly, hole film and dimensions in 10 to 30 seconds.
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Source:Project Case Library / Date:2026-10-31
AR Overlay for Rail Parts: Skip the Haul, Check In Place
Rail weldments are too heavy to queue at an inspection room. Tablet AR with markerless CAD registration screens missing and reversed parts where they stand.
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Source:Project Case Library / Date:2026-10-31
Tower Flange Flatness in 2 to 3 Minutes on a Rotating Arm
A tower flange must be measured across the full circle. A rotating arm carries an industrial camera around it and reports true flatness per part in 145 seconds.
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Source:Project Case Library / Date:2026-10-31
Moving 81 Inspection Standards Into a Library
A cast block has 36 regions and a dozen defect types. An 81-item standard library, 3D imaging and angled light judge them in 40 s at over 99 percent.
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Source:Project Case Library / Date:2026-10-31
Why 64 Megapixels Beats Stitching on a Large Flat Part
Covering a large part and seeing fine defects is one division sum. A 64 MP camera takes the whole field in one 8-second shot, with no seam to miss.
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Source:Project Case Library / Date:2026-10-31
Eye-in-Hand Cameras Reach Points a Fixed Station Cannot
Assembly points scatter across several faces and the layout keeps changing. 2D and 3D cameras on the robot arm take the path instead of brackets, in 58 s.
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