/ INDUSTRY
◍ Microscopy
From metallurgy, dark-field, phase contrast to confocal — research and production-grade microscope systems.
/ CONTEXT
Industry Snapshot
Microscopy spans biomedical research, material science, semiconductor inline, and QA. Each scenario demands different resolution, field-of-view, depth, and illumination.
/ PAIN
Three Key Challenges
/ 01
Research-grade resolution combined with automated stage integration is hard.
/ 02
Inconsistent illumination biases AI judgment.
/ 03
Large image processing needs GPU + ML pipelines.
/ SOLUTION
How LiQung Helps
/ S1
Microscopy (P3) + Illumination (P4) — custom light source + image servo.
/ S2
AI Vision (P6) — cell / metallurgy / material ROI classification training.
/ S3
SaaS Platform (P7) — image library + labeling + model versioning.
/ STACK
Recommended Stack
Products
- P3 · Microscopic Imaging
- P4 · Microscopic Illumination
- P6 · AI Vision Inspection
- P7 · Custom SaaS
Custom Services
- S01 · Measurement Script Automation
- S03 · AI Model Training
- S04 · SaaS Platform Development
- S06 · AI Consulting
/ METRICS
Key Numbers & Standards
<0.5μm
Microscopic resolution
Confocal
Confocal support
4-channel
Multi-channel illumination
≥98%
AI ROI accuracy
Applicable Standards:
- ISO 19012
- ISO/IEC 17025
Ready to bring AI into your Microscopy line?
24h SLA · Free site assessment.