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Quality · VisionNxt Agent
Product Defect Detection
Surface and shape defects on the line.
Industrial
Qualityvisionnxt-agent
Product Defect DetectionHow it works
Transfer-learned per product class; integrates with line stop signal.
Camera placement
Line-side, fixed framing with controlled lighting.
Alert latency
Median <3s from detection to your team via email, Slack, WhatsApp or SMS.
Sample event payload
One JSON event per detection.
{
"id": "evt_01HX9...",
"module": "product-defect",
"severity": "warning",
"ts": "2026-06-17T14:22:11.082Z",
"site_id": "site_42",
"camera_id": "cam_17",
"payload": {
"sku": "X-220",
"defect": "scratch",
"severity": "major"
}
}Related agents
Often deployed together
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