Case Studies | WITTYBRAINS

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IoT

Connecting Fire and Gas Sensors into a Unified IoT Alerting Layer

Physical safety monitoring—such as fire and gas detection—is frequently left as an isolated hardware problem, disconnected from the broader operational systems required for immediate action. While scattered sensor nodes can detect danger, without a unifying integration layer, critical data lacks a reliable pathway to centralized dashboards, notification systems, or the platforms that property operations teams use to respond in real time.

IoT

Real-Time Automatic Number Plate Recognition for Live CCTV Streams

Sites relying on CCTV for vehicle monitoring lack a reliable way to turn raw camera feeds into actionable plate data. Manual review doesn't scale, and naive frame-by-frame OCR produces duplicate alerts, low-confidence misreads, and false detections that erode trust in automated systems. Teams need a pipeline that can track vehicles across frames, resolve plate text with high confidence, avoid re-alerting on the same vehicle, and push clean results downstream — all in real time, under constrained GPU resources, and across unreliable RTSP camera links.