Smiths iCMORE is an AI threat detection software running on HI-SCAN scanners — it auto-highlights 4 threat classes (guns, knives, lithium batteries, drugs) with real-time bounding boxes on the operator screen. Reduces workload and increases catch rate by 25-40% per vendor benchmark.
Key differences vs. Chinese AI vendors (Nuctech Hi-TraX): (1) Training data 50M+ X-ray real-world aviation + government — vendor TQ ~10-20M; (2) ECAC EDS Cb cert + TSA certified — required for aviation EU/US; (3) On-prem GPU — NO cloud upload (compliance for banks + embassies + courthouses in VN).
License model: per-scanner annual ~$5-12K depending on threat class enablement. Deployment: install NVIDIA T4/L4 GPU server + connect to HI-SCAN via local LAN. An Ninh Số has Smiths-certified engineers for deployment + operator training. Clear ROI: 1 gun/knife detection incident at an event = ROI for the entire year's license.
| Threat classes | Firearm, Knife, Lithium battery, Narcotics |
|---|---|
| Catch rate uplift | +25-40% vs operator manual (vendor benchmark) |
| False alarm rate | <3% với optimal threshold (per class) |
| Training data | 50M+ X-ray images aviation + government real-world |
| Latency | <200ms per bag từ scan → bounding box overlay |
| Compatible scanners | HI-SCAN 5030si, 6040C, 100100V-2is, 145180-2is HR |
| Deployment | On-prem GPU server (NVIDIA T4 or higher), KHÔNG cloud |
| Update cadence | Quarterly model update + emergency CVE patch |
| Compliance | ECAC EDS Cb, TSA certified algorithms (US aviation) |
- Aviation regional — baggage checkpoint + cargo
- Embassy + consulate — incoming mail screening high standard
- Courthouse — visitor + employee screening
- Government building — daily access + event temporary
- High-profile event 5K+ guests — augment operator team
Câu hỏi thường gặp
- Can iCMORE replace the operator?
No. iCMORE augment, NOT replace. All alarms still require operator confirm + decide reject. Reason: catch rate 95-98% + false 2-3% means there are still misses, need human-in-loop. Best practice ICAO + TSA: AI assist + dual operator review.
- Does 200ms latency affect throughput?
No. HI-SCAN belt speed 0.2 m/s = 1 bag/3-5s. iCMORE process 200ms = within the internal scan cycle, does not slow throughput. Operator still views 250-300 bags/hour as with no-AI.
- What server is needed for on-prem deployment?
NVIDIA T4 (16GB) minimum for 1-2 scanners, L4 (24GB) for 3-5 scanners, A10 for 6+ scanners. Plus Linux server Ubuntu 22.04 + Smiths software stack. An Ninh Số offers a turnkey deployment package in 2-3 weeks including training.
- How to update the model, is there any downtime?
Quarterly update model — pushed via VPN tunnel from Smiths UK, hot-reload with no downtime for scanner. Operator only receives notification 'updated to v2.3.1'. Emergency CVE patch is rare, with downtime <5 minutes (rolling restart).