Recon Global Shutter ANPR Camera for Highways

Meet Recon - Global Shutter ANPR Camera (VLM), Stellarview's analytics-first edge camera for Traffic/ITMS. Built on NVIDIA Jetson Orin NX (16GB) with a global-shutter sensor and IR sync, Recon delivers reliable plates by day/night and language-level search on the device - so teams get answers, n...

Meet Recon - Global Shutter ANPR Camera (VLM), Stellarview's analytics-first edge camera for Traffic/ITMS. Built on NVIDIA Jetson Orin NX (16GB) with a global-shutter sensor and IR sync, Recon delivers reliable plates by day/night and language-level search on the device - so teams get answers, not just footage.

What this deck covers
• Problem → accuracy crisis in traditional in-camera analytics (night, glare, occlusion)
• Our approach → analytics-first hardware + on-edge VLM ("AI Search")
• Architecture → camera pipelines + central NVR/VLM for cross-camera trails
• Results → faster investigations, higher fine realization, privacy-by-design
• Specs & readiness → IP66/IK10, ~1-week NVMe retention, OTA, STQC pathway

Why Recon is different
• Global Shutter + tuned optics for motion-sharp plates at speed
• On-edge ANPR (HSRP & non-HSRP) with lane association, class/color/attributes
• AI Search (VLM): track vehicles even without readable plates using descriptions (e.g., "red hatchback, dented rear")
• Evidence packs: clip, key frames, timestamps, confidence, chain-of-custody hash - ready for e-challan/command centers
• Works when networks don't: low latency, resilient to outages; cloud optional
• Device management: fleet health, logs, policies, signed OTA updates/rollback
• Integrations: clean APIs; platform connectors for Vahan, ITMS, city command centers

Who it's for
• City Traffic Police & State MVDs
• Smart-City SPVs and ITMS integrators
• Highway concessionaires and toll operators

What you can do with Recon
• City-wide vehicle trail search across junctions - even without plates
• Real-time enforcement: ANPR/HSRP, no-helmet/seatbelt (where permitted), watchlists
• Rapid case work: pull a 10–15 s clip + stills in seconds, not hours
• Configure once: install-time questionnaire creates a context policy for consistent outcomes

Outcomes that matter
• Higher verified detections day/night; fewer false alerts
• Minutes-not-days investigations and stronger evidence
• Lower bandwidth/storage drain with on-device AI
• Compliance & trust: privacy-by-design, DPDP awareness, STQC pathway