Computer Vision Pipeline
Optimized preprocessing and feature extraction tailored for industrial camera feeds, supporting diverse resolutions and frame rates.
Technology
Built Around Proprietary Industrial AI
Our technology stack is engineered for low-latency industrial inference, robust edge deployment, and uncompromising data security.
ADCH Architecture
Attention-Driven Convolutional Hierarchy
A proprietary AI architecture designed for industrial computer vision and real-time detection under challenging operating conditions. By combining convolutional neural networks with advanced attention mechanisms, the ADCH model focuses computational resources on the most relevant visual features, ensuring high accuracy even in low-light, occluded, or dynamic environments.
Patent application filed in France (Ref: FR2511477). Patent-pending technology. Status subject to official examination and applicable intellectual property procedures.
Edge AI Processing
Deployment on ruggedized hardware (e.g., NVIDIA Jetson platforms) ensures real-time inference without relying on external cloud connectivity.
Model Inference
Leveraging optimized runtimes (such as ONNX) to maximize throughput and minimize latency on edge devices.
Data Security
Secure local processing ensures that raw video feeds are analyzed and discarded at the edge, transmitting only anonymized metadata and alerts.
API & Interoperability
Built with modern standards (e.g., FastAPI) to facilitate seamless, secure integration with existing PostgreSQL databases and enterprise systems.
Industrial Deployment
Containerized architecture (Docker) allows for scalable, repeatable, and easily maintainable deployments across multiple industrial sites.
SYSTEM ARCHITECTURE
From Industrial Vision to Actionable Safety Intelligence
A secure Edge AI pipeline designed to transform industrial video streams into filtered safety events and operational intelligence.
01
VISION INPUT
Industrial Cameras
RTSP / ONVIF video streams from industrial environments.
LIVE STREAM
02
EDGE COMPUTE
Edge AI Unit
Local preprocessing and preparation of visual data close to the industrial source.
PROCESSING
03
PROPRIETARY AI
ADCH Inference Engine
Attention-Driven Convolutional Hierarchy for industrial computer vision inference.
INFERENCE
04
DECISION LAYER
Compliance Rules & Event Filtering
AI detections are evaluated against site-specific safety and compliance rules.
ANALYZING
05
SECURE TRANSPORT
Secure Metadata Transmission
Relevant safety metadata and filtered events are transmitted through secure interfaces.
SECURE
06
OPERATIONAL INTELLIGENCE
Central Dashboard & API Hooks
Safety events become actionable information for supervisors and connected enterprise systems.
CONNECTED
Ready to evaluate the technology?
Our engineering team can provide a technical deep-dive tailored to your infrastructure.
Contact Our Engineering Team