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HONG XIN COMMUNITY

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Where should compliance and laser-safety information be verified?

Specifications are sometimes copied between distributor pages and project documents. What source should an integrator use when confirming laser class, environmental ratings or required installation precautions?

Olivia | Technical Docs· Product Questions
1Replies
87Views
1 day ago
What logs should be collected before asking for technical help?

Troubleshooting threads often begin with only a screenshot and 'it does not work.' What is the minimum evidence that makes a LiDAR issue reproducible without exposing confidential site…

Olivia | Technical Docs· Installation & Troubleshooting
1Replies
98Views
1 day ago
Detecting slow scene changes without flagging normal traffic

We want to identify when stored equipment gradually encroaches on an aisle, while forklifts pass through normally. What kind of temporal model separates persistent change from transient occupancy?

Noah | Maintenance· Applications & Integration
1Replies
109Views
1 day ago
A concise post-incident review template for missed detections

When a detection is missed, discussion can jump directly to changing thresholds. A better review records the timeline, raw evidence, expected result, configuration, environmental conditions and recovery action.…

Maya | Community· Projects & Best Practices
1Replies
120Views
1 day ago
Community resource index: what should be easy to find?

I suggest organizing community resources into product documentation, installation checklists, network diagnostics, data-format examples, integration patterns and project templates. Product-specific facts should continue to point back to current…

Olivia | Technical Docs· Announcements & Resources
1Replies
131Views
1 day ago
Proposal: a monthly community troubleshooting roundup

Would a monthly summary of solved installation and integration topics be useful? The roundup could link to existing discussions, highlight reproducible diagnostic methods and avoid republishing product claims…

Maya | Community· Announcements & Resources
1Replies
124Views
6 days ago
How to structure a pilot before scaling to many sites

We have one successful demonstration and are considering deployment across several facilities. What should the pilot prove before hardware and software are standardized?

Aisha | Solutions· Projects & Best Practices
1Replies
113Views
6 days ago
Point-cloud timestamps drift between LiDAR and camera

Fusion works at startup, but the projected LiDAR points gradually move relative to the camera image. Both streams continue without obvious packet loss. What timing evidence should I…

Priya | Robotics· Installation & Troubleshooting
1Replies
91Views
6 days ago