Flexible deployment
Edge, on-premise, private cloud, or hybrid—matched to your network and security needs.
Pyrsquare Vision Intelligence
Computer vision for industrial automation.
Turn live camera feeds into accurate readings, safety alerts, and traceable production data—without replacing the infrastructure you already operate.
- Oil & Gas
- Refineries
- Manufacturing
- Power Plants
- Infrastructure
METAL PLATE0.93
METAL PLATE0.89
Objects tracked03
Average confidence91.4%
Pipeline latency42 ms
What we do
Vision systems built around the work—not the demo.
From one hard-to-read meter to a multi-camera facility, Pyrsquare designs the detection, recognition, and integration pipeline around your operating conditions.
01
Analog & digital
gauge reading Read every dial and display in real time. ↘ 02 PPE compliance
monitoring Detect violations before they become incidents. ↘ 03 Industrial OCR &
material tracking Digitize markings and production movement. ↘ 04 Custom industrial
vision systems Build for the precise event your operation needs. ↘
gauge reading Read every dial and display in real time. ↘ 02 PPE compliance
monitoring Detect violations before they become incidents. ↘ 03 Industrial OCR &
material tracking Digitize markings and production movement. ↘ 04 Custom industrial
vision systems Build for the precise event your operation needs. ↘
01 / GAUGE INTELLIGENCE
Turn every dial and display into live data.
Pyrsquare reads analog gauges and LCD/LED meters continuously—across mixed layouts, difficult orientations, glare, and changing light.
ANALOG GAUGECALIBRATED
DIGITAL METEROCR · 83%
THE OPERATIONAL PROBLEM
Manual rounds are slow, costly, and hard to sustain.
- Hundreds of meters spread across a facility
- Hazardous or difficult-to-access installations
- Human error in reading and transcription
- Need for continuous, round-the-clock monitoring
THE PYRSQUARE SOLUTION
Calibrate once. Read continuously. Send the value anywhere.
The vision pipeline detects the instrument, corrects orientation, locates the needle or digits, and converts the result into an accurate reading. Values stream directly to dashboards and APIs—hands-free.
Inside the pipeline
From camera frame to operational action.
Select a system to see how the recognition workflow is assembled.
- 01Camera inputLive gauge video feed
- 02Gauge detectionLocate the gauge in frame
- 03One-time calibrationSet its scale and range
- 04Reference matchingAlign to the reference frame
- 05Needle localizationSegment and pinpoint the tip
- 06Angle → valueOutput a calibrated reading
Circular or square gauges · rotated views · changing light · fast runtime inference
- 01Camera inputCapture the meter feed
- 02Meter detectionLocate the meter in scene
- 03Display cropIsolate the screen region
- 04Orientation correctionRotate the display upright
- 05Digit OCRDetect, recognize, and sequence
- 06Dashboard / APIDeliver the final reading
Orientation-aware · left-to-right sequencing · robust OCR · multiple meter types
- 01Live cameraMonitor the active work site
- 02Worker detectionFind every person in frame
- 03Pose estimationExtract body keypoints
- 04PPE detectionFind required safety gear
- 05Compliance rulesMatch gear to each worker
- 06Alert & logNotify teams immediately
Overlapping workers · accurate PPE association · low false positives · scalable monitoring
- 01Industrial cameraCapture the plate image
- 02Plate detectionLocate the material in scene
- 03ROI extractionCrop the marking region
- 04Image correctionHandle rotation and lighting
- 05OCR & validationRead and verify the code
- 06MES / ERPStore and track the record
Faded, dirty, or rotated codes · alphanumeric OCR · end-to-end production traceability
02 / PPE COMPLIANCE
Move safety monitoring from reactive to proactive.
Pyrsquare watches live camera feeds, detects each worker, and checks the safety gear assigned to that person—even when people overlap in a busy scene.
Safety helmet
Safety vest
Gloves
Safety boots
Protective suit
Instant alerts.
Every violation is flagged, logged, and delivered to the operations dashboard.
WORKERHelmet ✓ · Vest ✓
WORKERHelmet missing
03 / INDUSTRIAL OCR
Trace every metal plate across the production line.
Detect material, recover difficult markings, validate the identification, and connect each plate to a live manufacturing record.
Deploy & integrate
Vision intelligence, built for your operations.
Accurate & reliable
Robust to lighting, orientation, occlusion, and real industrial surface conditions.
Proactive operations
Real-time alerts and dashboards turn visual events into immediate action.
Scalable & custom
Add cameras, sites, and new detection use cases as your operational needs grow.
EXISTING CAMERAS→PYRSQUARE VISION PIPELINE→DASHBOARD / API→MES · ERP · ALERTS
Start with one valuable use case
Let’s build your industrial vision solution.
Bring us the camera feed, event, or reading that matters. We’ll map the fastest path from proof of concept to production.
Talk to the Vision AI team