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Step 1 of 3 · Cloud Vision Demo · Warp Driven Technology
This demo runs two large vision AI models in parallel and lets a third model arbitrate when they disagree — detecting garment defects from your photos, no hardware required.
Step 1 of 3 · Cloud Vision Demo
Photograph the same shirt from each angle below. At least 3 photos recommended; more angles = better coverage.
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Two models run in parallel; if they disagree a third model arbitrates (this can take longer).
📐 Distance & position
Hold the phone 80–100 cm above the shirt,
parallel to the surface (don't angle it).
💡 Lighting
Avoid direct overhead light (glare). Even, diffuse or
side light is best. Light the whole shirt evenly.
👕 Shirt setup
Lay the shirt flat on a clean dark surface, smooth out
wrinkles, fasten buttons.
📸 Cover all angles
Front/back, outside/inside — these simulate where
industrial cameras will sit. Try different heights to find the best spot.