Surface Inspection
Advanced Defect Detection on Challenging Materials
Overview.ai cameras excel at identifying and classifying a wide array of surface defects — even on challenging materials and under difficult lighting conditions where traditional systems fail.
Key Applications
Metal Stamping Inspection
Our AI Vision System excels in detecting and classifying multiple defects in metal stamping in a single pass. It addresses challenges such as identifying subtle defects like small splits, partial splits, pre-splits, necking, and surface irregularities on shiny metal surfaces. Traditional systems often miss these due to high reflectivity and the subtlety of the defects. The system's advanced segmenter and powerful AI ensure robust defect detection, significantly outperforming manual inspection methods and maintaining high-quality stamped components.
Underbody Overspray Detection
For automotive OEMs, our cameras effectively address issues with underbody overspray, particularly around mounting holes, which can impact quality and cause delays. The system identifies four types of defects: white streaks, black streaks, mist, and splatter, even under low contrast and glare conditions. With minimal training, the tool comprehensively captures all defects within regions of interest, and can integrate Node-Red logic to share x-y coordinates for easy defect tracking and correction.
Bearing Minor Defect Detection
Overview AI provides solutions for manufacturers of industrial-scale bearings, who struggle to identify extremely minor defects such as chips, scratches, and scrapes. These defects can vary significantly in location, orientation, and size, making consistent detection challenging for existing systems. Our cameras quickly create impact across all three defect types, proving robust to orientation and size variations, and can customize the approach to highlight impacted areas for scrapes versus exact x-y coordinates for chips.
Film & Material Defect Detection
For major film manufacturers, our cameras address the challenge of detecting fleeting wrinkles and defects on costly, continuously spooled TV product rolls. These issues are complicated by imperfect lighting and glossy surfaces, and defects can occur anywhere and disappear as the film rolls. Overview AI developed a segmentation recipe to detect defects before they disappear, even under difficult lighting and material conditions, and provides custom Node-Red logic and a dashboard to support operators in identifying critical inspection results and mapping multiple images to a single roll.
Medical Electronics Contaminant Detection
Our cameras assist in meeting strict requirements for medical electronics by identifying extremely fine contaminants, such as loose hair strands, even with overlapping color palettes. This capability addresses issues that previously led to negative customer feedback and extensive manual inspection. Overview AI trained a segmentation recipe to pinpoint contaminants and their exact location, incorporating Node-Red logic to set clear length and area thresholds to prevent overkill.
Why Manufacturers Choose Overview AI
Purpose-built for the toughest surface inspection challenges in industrial manufacturing.
Deploy in Days
Go from unboxing to production-ready inspection in days, not months. Minimal training data required.
Handles Difficult Surfaces
Reflective metals, glossy films, dark-on-dark materials — our AI handles conditions that defeat traditional systems.
Production Analytics
Real-time dashboards with defect tracking, trend analysis, and instant alerts to drive continuous improvement.
From Install to Production in Hours
No months-long integrations. No dedicated vision specialists. Just fast, accurate inspection.
Install & Configure
Mount the camera, connect to your network via any browser — no software installs, no license keys. Full system operational in under 2 hours.
Train with Real Images
Capture as few as 5 production images, label defects in-browser, and train a production-grade model. Built-in augmentation generates 10x more training data automatically.
Deploy & Retrain
Push the model to the camera — no export steps, no IT tickets. Retrain on new edge cases from the production floor in under 1 hour, zero downtime.
Built for the Factory Floor
Enterprise-grade hardware and software designed for 24/7 industrial operation.
NVIDIA-powered on-device processing. No cloud dependency.
Store weeks of production data directly on each camera.
EtherNet/IP, Profinet, Modbus TCP — no middleware needed.
IATF 16949, AS9100, ISO 13485, IEC 62443 certified.
Node-RED on Every Camera
Visual programming for PLC triggers, reject mechanisms, data logging, and MES/ERP integration via REST APIs.
Custom Dashboards
Build operator, engineer, and management views with standard HTML/CSS/JS. Access from any browser on the network.
Haystack Discovery
Surface unknown defects and outliers automatically. Retrain to catch them — no vendor involvement required.
Ready to Automate Surface Inspection?
See how Overview AI vision deployments drive real results in days, not months.