Hardware-Firmware Telemetry Sheet · Field & Lab Validated

Empirical Engineering Benchmarks & Limits

Quantitative performance metrics, multi-target frame densities, IoT threat latency and spatial telemetry specifications for the Chkdin Vision AI Core.

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  • Targets / Frame30simultaneous biometric & spatial ID
  • Re-ID & Threat Alert Relay<1scross-camera, multi-node
  • In-RAM Biometric Inference<10mslocal 1:N vector search
  • Optical Vector Resolution40mlong-range optics

Interactive verification

Density & perimeter simulators.

TARGET DENSITY SIMULATOR
TARGETS IN FRAME
1
RATED CEILING
30 / FRAME
IN-RAM MATCH
< 10 ms / ID

Load vs. rated 30-target ceiling: 3% · within limit ✓

VIRTUAL BOUNDARY HUD LIVE

Sub-pixel polygon fence · boundary-crossing verification · encrypted local event bus

Parameter matrix 01

Dense multi-target optical & neural throughput.

Neural parameterEngineering benchmark limitValidation protocol
Simultaneous Target Densities 30 individuals / frame (concurrent biometric ID & vector tracking) High-density bottleneck stress sweep
Facial Identification Latency < 10 ms (1:N in-memory RAM search) 1,000 feature-vector RAM benchmark
Optical Vector Target Distance Up to 40 m (long-range optics) Telephoto lens field resolution test
Video Ingest Rate Up to 120 FPS parallel multi-stream ingest High-throughput optical stress test
OCR Extraction (Bibs / Plates) < 15 ms per bounding-box extraction 120 FPS high-velocity sweep
Minimum Illumination Threshold 0.001 lux (IR spectrum / ultra-low light) Zero-ambient infrared field trial

Parameter matrix 02

IoT security, virtual perimeters & threat alerting.

Security & perimeter metricEngineering parameter ratingArchitectural execution
Cross-Camera Re-ID Latency < 1.0 s (multi-node tracking & identity match) Decentralized edge vector sync
IoT Threat Alert Relay < 1.0 s push to command consoles & physical relays Encrypted local event bus
Virtual Boundary Precision Sub-pixel polygon virtual fencing & intrusion detection Real-time spatial coordinate engine
Perimeter Intrusion Trigger Instantaneous target boundary-crossing verification False-alarm suppression spatial vector logic
Biometric Match Confidence 99.94% true positive baseline Multi-feature vector matching
False Acceptance Rate (FAR) < 0.0001% (1 in 1,000,000) Garrison access-grade threshold

Parameter matrix 03

Dashboard data quality & telemetry specs.

Console componentEngineering specificationStandard
Dashboard Telemetry Refresh Real-time sub-second data stream (zero polling delay) High-frequency streaming feed
Spatial Heatmap Density Multi-hall dynamic thermal crowd vector overlay Vector-based spatial renderer
Video Frame Logging 0 KB written to disk (volatile RAM only) Designed for DPDP / PDPA & defense privacy requirements
RAM Buffer Zeroization Sub-50 ms automatic memory purge post-inference Zero-persistence security mandate
Hardware Enclave Protection Cryptographic firmware binding & binary isolation Physical extraction & tamper resistance

Parameter matrix 04

Environmental & hardware ruggedization.

Hardware parameterOperational rating / limitField standard
Ingress Protection (IP) IP66 industrial enclosure (dust-tight & high-pressure water-jet proof) Extreme outdoor tactical deployment
Thermal Operating Envelope -20°C to +65°C ambient Active conductive thermal management
Power Footprint Profile 15 W to 45 W low-power field configuration Solar array & battery bank compatible
Network Architecture 100% air-gapped / isolated local mesh Zero internet / zero WAN requirement

INTEGRATED NEURAL COMPUTE CORE · ON-BOARD EDGE AI ACCELERATOR TIER · VOLATILE MEMORY PROCESSING (ZERO DISK FOOTPRINT) · HARDWARE-ENCLAVE CRYPTOGRAPHIC BINDING

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