IoT & Edge AI

Machine Vision on IP Camera

Turn your surveillance cameras into intelligent control systems

Your IP cameras generate hours of video that nobody watches. A human operator can't effectively monitor more than 4 streams simultaneously. And incidents are detected after the fact, not in real time. Machine Vision on IP Cameras analyzes every frame in real time, detects relevant events (intrusion, non-conformity, counting, anomaly) and triggers instant alerts · directly from the camera or on an edge device.

The problem
Without our solution

Human surveillance is expensive, partial and reactive. Basic motion detection systems generate too many false positives. Commercial smart cameras are poorly customizable and expensive. And cloud processing of real-time video is latent and bandwidth-heavy.

Our answer
With our AI agent

We deploy vision models (YOLO, Faster R-CNN) directly on an NVIDIA Jetson or Raspberry Pi connected to your IP cameras via RTSP. The model analyzes streams in real time, detects configured events (person, vehicle, product defect, missing PPE) and sends an alert with annotated capture in under 500ms. Processing stays local.

Deployed in 4 steps

01
Detection event definition

Workshop to precisely define objects, behaviors or non-conformities to detect. Collection of video examples if available.

02
Hardware selection & configuration

Edge device selection based on processing load. Installation and configuration of RTSP stream connection from IP cameras.

03
Model training & optimization

Detection model fine-tuning on your specific scenarios. Optimization for target hardware (TensorRT, TFLite).

04
Deployment & alert system

Pipeline deployment, alert configuration (webhook, Slack, email, SMS) with annotated captures and timestamps.

Measurable results

01
24/7 surveillance without an operator

Every camera monitors permanently, without fatigue, without distraction. Important events no longer go unnoticed.

02
Alerts in < 500ms

Detection and alert are instant. An intrusion, product defect or safety incident is flagged before any escalation.

03
Automatic audit data

Every detected event is archived with annotated capture and timestamp. Automatic visual audit for compliance and traceability.

Frequently asked questions

Ready to start?

Let's deploy Machine Vision on IP Camera in your business

Free 30-minute audit. We analyze your context and deliver a concrete roadmap.