/ INDUSTRY
✈ UAV / Drone
From lens module metrology to AI vision integration — UAV optical payloads end-to-end.
/ CONTEXT
Industry Snapshot
UAVs — military, commercial aerial, logistics — demand high-end optical payloads: gimbal cameras, IR night vision, AI target ID, and laser ranging.
/ PAIN
Three Key Challenges
/ 01
Mass-production yield of lens modules (MTF, decentering, aberration) is hard to automate.
/ 02
Multi-angle calibration of night-vision IR modules is time-consuming.
/ 03
In-flight AI inference is power-bound — model optimization is critical.
/ SOLUTION
How LiQung Helps
/ S1
Optical (P1) + Microscopic (P3) — full lens-module MTF, concentricity, aberration.
/ S2
AI Vision (P6) — edge-device TensorRT inference optimized to <120ms.
/ S3
AI Model Training (S03) — custom target ID models (vehicle / person / heat source).
/ STACK
Recommended Stack
Products
- P1 · Optical Metrology
- P3 · Microscopic Imaging
- P6 · AI Vision Inspection
- P7 · Custom SaaS
Custom Services
- S01 · Measurement Script Automation
- S03 · AI Model Training
- S05 · Production-Line API
- S06 · AI Consulting
/ METRICS
Key Numbers & Standards
<120ms
Edge AI inference
≥98%
Target ID accuracy
<5W
Edge inference power
MTF50
Lens benchmark
Applicable Standards:
- ISO/IEC 17025
- MIL-STD-810
- RTCA DO-160
Ready to bring AI into your UAV / Drone line?
24h SLA · Free site assessment.