Computer Vision & Visual Inspection
See what the human eye misses. At scale. In real time.
≥95%
Detection accuracy
≤500ms
Processing latency
99.9%
System uptime
Overview
Monitory's Computer Vision module brings automated visual inspection to your production line. From detecting epoxy anomalies to grading raw material quality, our customizable vision pipeline processes camera feeds and images to catch defects, ensure safety compliance, and drive quality improvements, all without dedicated data science resources.
Capabilities
What you get with Computer Vision & Visual Inspection
Defect Detection
Identify surface defects, cracks, discoloration, and dimensional anomalies with sub-millimeter precision.
Quality Grading
Automated grading and sorting of raw materials and finished goods against configurable quality standards.
Safety Compliance
Monitor PPE usage, exclusion zones, and safety protocol adherence using real-time video analytics.
RTSP Video Input
Connect to existing IP cameras and RTSP streams. No proprietary hardware required.
Custom Model Training
Train custom detection models on your specific products and defect types with our no-code labeling tool.
Analytics Dashboard
Track defect rates, yield trends, and inspection coverage with real-time and historical reporting.
General-Purpose Vision Pipeline
One platform, infinite use cases. Our vision pipeline adapts to any manufacturing visual inspection need.
- Image input (single shot) and RTSP video stream processing
- Pre-trained models for common defect types, production-ready on day one
- No-code model customization with active learning and human-in-the-loop
- Edge deployment for air-gapped or low-latency environments
Image input (single shot) and RTSP video stream processing
Pre-trained models for common defect types, production-ready on day one
No-code model customization with active learning and human-in-the-loop
Edge deployment for air-gapped or low-latency environments
Proven Use Cases
Already delivering results in demanding production environments, from circuit boards to food processing lines.
- Epoxy anomaly detection on industrial circuit boards: flagging white/silvery substance buildup that signals manufacturing defects, with bounding-box annotation and batch reporting
- Food processing quality inspection: camera-based grading of raw materials (e.g. detecting grass contamination in beet trucks) using RTSP feeds from existing security cameras
- Safety compliance monitoring: real-time PPE detection (masks, vests, helmets), exclusion zone enforcement, and automated incident recording across multiple camera feeds
- Production line defect detection: edge-deployed models running on AWS Panorama or NVIDIA Jetson for sub-500ms inspection at line speed, similar to Fortune 500 food processors
- Weld quality inspection: surface and sub-surface defect identification with confidence scoring and automated reject routing
Epoxy anomaly detection on industrial circuit boards: flagging white/silvery substance buildup that signals manufacturing defects, with bounding-box annotation and batch reporting
Food processing quality inspection: camera-based grading of raw materials (e.g. detecting grass contamination in beet trucks) using RTSP feeds from existing security cameras
Safety compliance monitoring: real-time PPE detection (masks, vests, helmets), exclusion zone enforcement, and automated incident recording across multiple camera feeds
Production line defect detection: edge-deployed models running on AWS Panorama or NVIDIA Jetson for sub-500ms inspection at line speed, similar to Fortune 500 food processors
Weld quality inspection: surface and sub-surface defect identification with confidence scoring and automated reject routing
Industry Verticals
Adaptable to your industry
Our vision pipeline is designed to handle the specific requirements of each vertical.
Medical Devices
Surface inspection, dimensional verification, and sterile packaging validation for FDA-regulated production.
Construction Materials
Crack detection, surface finish grading, and dimensional compliance for concrete, steel, and composites.
Power & Grid
Insulator inspection, corrosion detection, and thermal anomaly identification for transmission infrastructure.
Food & CPG
Ingredient quality grading, foreign object detection, and packaging integrity verification at line speed.
Agriculture
Crop quality assessment, pest detection, and harvest grading for precision agriculture operations.
Defense & Aerospace
NDT-grade surface inspection, component traceability, and compliance documentation for MIL-SPEC requirements.
Technical Specifications
Enterprise-grade performance
See it in action
Schedule a demo to see how Computer Vision can transform quality and safety at your facility.