Multi-camera intelligence

Unlocking the most capable computer vision that needs no accelerator

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01 // Compression Engine

Specialized Quantization

Detection models are compressed by our own quantization system, built for this problem rather than adapted from general-purpose software. The bundled model suite arrives already tuned, so a site gets full-accuracy detection on day one, across very different deployments and sectors.

02 // Stability

Zero Crashes Logged

Zero crashes logged to date. The core is Rust and memory-safe by construction, every camera runs on its own lock-free pipeline, and the hardening is deliberate rather than something we do after a failure teaches us to.

03 // Deployment

No Accelerator Required

Cryphex is tuned to run efficiently where there is no accelerator to fall back on. Where a site already has one, it will use CUDA or DirectML natively.

04 // Observability

Production Telemetry

Prometheus and REST monitoring are built in, with per-stage latency and overload alerting. Most deployments find they stop reaching for it, because the performance simply holds.

05 // Data

Everything Stays On Site

Video is processed where it is recorded. Models are calibrated on the customer's own hardware from their own footage, and nothing is uploaded.

Measured — twelve cameras on one mid-range CPU

12 cameras
720p streams, every one of them under detection, with no GPU anywhere in the box
740 MB
the entire memory footprint for all twelve, where this class of system is specified at 16 GB and up
30 fps
of video held on every camera, and nothing is lost once a frame is taken in
60 / sec
detections delivered across all twelve

720p30 streams over RTSP · three repeated steady-state passes · 48,333 frames delivered, none of them lost between intake and output

Measured — the detail tier, where accuracy leads

40.6 mAP
COCO accuracy, where small and far-off objects still have to be caught
1.8×
more video through our compressed models than full-precision ones, at the same accuracy and on the same CPU
One file
runs on both supported runtimes, with no rebuild and no vendor commitment

720p30 streams over RTSP · steady-state windows · the full-precision comparison measured on its faster runtime