Proprietary pipeline achieving extreme size reduction with 0.998 cosine fidelity. Delivering near-lossless accuracy at drastically reduced compute thresholds.
SPSC ring buffers paired with zero-copy frame transport. Strict per-camera thread isolation guarantees deterministic scheduling and zero dropped frames.
Built on a memory-safe Native Rust Pipeline. We orchestrate industry-standard execution engines without the Python overhead, container bloat, or unpredictable runtime pauses.
Intelligent execution provider routing across CPU, CUDA, or DirectML layers. Maximizing throughput regardless of the underlying host environment.