AI-Powered Machine Vision System for Precision Defect Detection and Inspection Automation

Detect, Analyze, and Eliminate Defects — From 10 Microns to 10 mm

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AI-Powered Machine Vision System for High-Precision Defect Detection

A Complete Turnkey System — Hardware + Software for End-to-End Quality Inspection

Intelgic’s machine vision solution combines industrial-grade cameras, advanced optics, specialized lighting, custom electromechanical setups, and our powerful Live Vision AI software to detect defects from 10 microns to 10 millimeters. Whether you’re inspecting complex surfaces, fast-moving parts, or transparent materials, our system delivers real-time detection, AI-based classification, and cloud-based analytics to help you eliminate defects and optimize production.

End-to-End Solution

Real-Time Inspection

AI Training

Detailed Inspection Summary

Complete Turnkey Inspection System

Integrated Hardware + Software Built for Complex Products and Challenging Environments

At Intelgic, we don’t just supply software or cameras — we deliver a comprehensive, fully integrated machine vision system tailored to your unique inspection requirements.

Whether you’re dealing with shiny metallic surfaces, transparent components, curved geometries, or fine scratches as small as 10 microns, Intelgic’s turnkey solution is engineered to meet the most demanding visual inspection needs.

We work closely with your team to design, deploy, and support a solution that integrates seamlessly with your production line — minimizing human error, maximizing accuracy, and accelerating defect resolution.

Our AI-powered defect detection system includes:

  • Machine Vision Cameras – High-resolution area scan and line scan cameras optimized for surface inspection, measurement, and high-speed production lines.
  • Industrial Lenses – Precision optics including telecentric, macro, and zoom lenses for distortion-free imaging, even in tight or variable spaces.
  • Specialized Lighting Systems – Lighting strategies such as dome, coaxial, bar, ring, and backlight illumination to reveal the finest surface defects, textures, or variations.
  • Electromechanical Imaging Setup – Customizable fixtures and motion systems (X, Y, Z axis, rotation units, linear slides) for capturing images from optimal angles, with tight control and repeatability.
  • Live Vision AI Software – The brain of the system: a robust defect detection and analytics engine that powers real-time inspections, defect classification, size measurement, recipe management, and cloud reporting.

Live Vision AI – Smart Software for Defect Detection

Real-Time Detection, AI Training, and Customizable Quality Control in One Platform

Live Vision AI is Intelgic’s proprietary software platform designed to power the visual inspection process — from defect detection to data analytics. It enables your production line to move faster, detect smaller issues, and generate actionable insights that improve product quality and reduce manufacturing waste.

Key Capabilities:

Ultra-Fine Defect Detection:

Detects defects as small as 10 microns, up to 10 millimeters — including scratches, dents, discoloration, misalignments, and material inconsistencies.

AI-Powered Learning:

Train your own AI models using labeled datasets collected from your products. Easily distinguish between OK and NG samples and continuously improve accuracy.

Recipe & Template Management:

Create inspection templates (“recipes”) for different products, product lines, or variants. Switch between them effortlessly during changeovers or batch transitions.

Defect Classification & Sizing:

Identify the type of defect, its location, and measure its size and affected region in real time. Define your acceptance criteria and auto-reject or flag non-conforming products.

Grid & Region-Based Analysis:

Break the image into defined zones or grids to isolate defect-prone areas, enabling zonal analysis and pixel-level feature extraction.

Operator Interface & Audit Trail:

Intuitive HMI for live defect visualization, status updates, and operator feedback. All inspection data is saved with timestamps and image references.

With Live Vision AI, you’re not just detecting defects — you’re building a smarter, self-improving inspection system that adapts to your products and evolves with your process.

Advanced Imaging Hardware

High-Precision Components for Accurate and Reliable Inspection

At the heart of every Intelgic vision system is a carefully engineered imaging stack — optimized for your product type, defect profile, and environmental conditions. We select and configure every component to ensure maximum image clarity, consistency, and defect visibility.

Machine Vision Cameras

We have a wide range of high-resolution industrial cameras and based on the product, defects, materials, manufacturing and inspection process we choose the right imaging setup. We have all types of camera including:

  • Area Scan Cameras – Ideal for stationary imaging and inspection or Strobe imaging with high FPS camera.
  • Line Scan Cameras – Best suited for high-speed materials like steel sheets, labels, or transparent films in continuous motion.
  • Monochrome and Color Sensors – Choose based on surface characteristics; monochrome for precise defect mapping, color for detecting stains, print issues, or discoloration.
Machine-Vision-Cameras
Live Vision AI

Industrial Lenses

Precision optics tailored to each inspection use case:

  • Telecentric Lenses – For dimensional accuracy without perspective distortion.
  • Macro & Zoom Lenses – For detailed close-up views or variable distance requirements.
  • Fixed Focal Lenses – High durability for fixed-focus imaging in fast production environments.
  • Liquid lens: This is lens where liquid materials are used to change the focus of the camera and this lenses are used with spelized camera where we optimize the working distance and focus of the camera quickly using software trigger

Specialized Lighting Systems

Lighting is the most critical component in machine vision imaging. It controls contrast, suppresses glare, highlights defects, and makes invisible issues visible. Intelgic carefully selects the optimal lighting based on product material, surface finish, and defect characteristics.

Coaxial Lighting

Reveals fine surface scratches, cracks, or dents on shiny or reflective objects by projecting light directly onto the object through a beam splitter, ensuring near-perfect vertical illumination.

  • Ideal for: Metal components, polished surfaces, semiconductor wafers, smartphone screens.
  • Benefits: Enhances flat surface visibility without unwanted reflections.

Dome Lighting

Provides highly diffuse and uniform illumination, eliminating harsh shadows and reflections on curved or uneven surfaces by scattering light across a hemispherical dome.

  • Ideal for: Plastic components, bottle caps, convex or concave surfaces, automotive interiors.
  • Benefits: Reveals surface texture without glare; excellent for shape integrity checks.

Bar & Line Lighting

Delivers directional lighting to highlight surface texture, raised features, or small edges by casting shadows from a specific angle.

  • Ideal for: Engravings, embossings, wire bonding, seals, fine surface textures.
  • Benefits: Emphasizes raised defects, subtle warping, and 3D surface variation.

Backlight / Through-Light

Places light source behind the object to create high-contrast silhouettes, enabling precise edge detection, profile measurements, and inspection of transparent or translucent materials.

  • Ideal for: Profile inspection of cutouts, gaps, holes, transparent films, glass panels.
  • Benefits: Highlights outer geometry, cracks, missing holes, or pinholes.

Ring Lighting

Surrounds the camera with a circular light source to deliver uniform, shadow-free illumination on flat or low-profile objects.

  • Ideal for: Label inspection, PCBs, connector pins, document scanning.
  • Benefits: Balanced contrast with minimal shadows; enhances pattern and print clarity.

Shadowless Lighting

Uses multiple light angles simultaneously to eliminate shadows, especially helpful for complex geometries or 3D parts.

  • Ideal for: Surface inspection of mechanical assemblies, solder joints, or parts with cavities.
  • Benefits: Removes obstruction from shadows, ensuring full surface visibility.

Dark Field Lighting

Illuminates the object from a low grazing angle to make tiny surface imperfections like scratches, chips, or dust appear as bright features against a dark background.

  • Ideal for: High-gloss parts, coins, syringes, polished metals, medical vials.
  • Benefits: Excellent for detecting fine cracks, etching, or low-contrast defects.

Bright Field Lighting

Illuminates the object directly from above, capturing reflected light and emphasizing color, contrast, and shape.

  • Ideal for: Flat, matte surfaces, print inspection, simple geometry parts.
  • Benefits: Provides strong reflection for high-contrast imaging; works well with color sensors.

Light Color Options

Intelgic also tailors the wavelength of light (color) to enhance specific surface features or material responses:

  • Red Light (620–660 nm): Penetrates deeper into surfaces, minimizes reflection from shiny surfaces; great for metals and smooth plastic.
  • Blue Light (450–490 nm): Offers sharper contrast, enhances fine features and edges; useful for high-resolution inspection of dark or rough surfaces.
  • White Light (full spectrum): Balanced illumination for general-purpose inspection, color verification, and multi-material surfaces.

Lighting design is not one-size-fits-all — it’s a science. Intelgic uses simulation, prototyping, and field testing to ensure the right lighting technique and wavelength are used for each inspection point in your production line.

Live Vision AI
Electromechanical Imaging Setup

Electromechanical Imaging Setup

For dynamic, flexible, and multi-angle inspection, Intelgic designs:

  • Motorized Stages & Actuators – Enables scanning in X, Y, Z axes and repeatable part positioning.
  • Rotary Units – Capture 360° surface views of rotating components or cylindrical objects.
  • Custom Fixtures – Tailored mechanical holders to align and stabilize each product type.

Custom Imaging Systems with Liquid Lens Technology

For applications requiring rapid autofocus and inspection at varying heights or depths, we integrate:

  • Liquid Lens Systems – Electrically tunable lenses that adjust focal length in milliseconds with no mechanical movement.
  • Ideal for inspecting parts with variable thickness, depth variation, or complex geometries — such as lenses, connectors, or assembled modules.
  • Enables multi-depth inspection in a single pass, significantly reducing imaging cycle time.

Every imaging configuration is tested and fine-tuned to your production line’s physical and visual requirements — ensuring unmatched reliability and repeatability, even in demanding industrial environments.

Liquid-Lens

Microscopic Inspection Automation

Detect Ultra-Fine Defects Below 10 Microns with High-Magnification Vision AI

For industries where precision is measured in microns — such as semiconductors, medical devices, optics, and fine electronics — Intelgic offers advanced microscopic inspection automation. These systems are built to detect surface and structural defects smaller than 10 microns, which are often invisible to the human eye and even standard vision systems.
Using high-magnification optics, advanced imaging sensors, and AI-powered classification, Intelgic delivers repeatable, automated microscopic inspection for highly sensitive and complex components.

What We Detect

  • Micro-cracks, pits, and pinholes on polished, transparent, or coated surfaces
  • Delamination, fiber breaks, or edge chipping on composites and microstructures
  • Microscopic contamination on wafers, lenses, or circuit boards
  • Subtle surface distortions in optical or medical-grade plastics
  • Debris or foreign particles in cleanroom-manufactured components

System Highlights

  • High-Magnification Industrial Microscopes Integrated with motorized focus control and sub-micron precision stages.
  • Telecentric & Long-Working-Distance Lenses For distortion-free imaging in small FOV environments.
  • Subpixel-Level AI Detection Custom-trained models to detect, classify, and size sub-10-micron anomalies.
  • Automated Stage Movement Enables scanning of large samples in tiled sections, with stitching and defect mapping.
  • Zone & Grid Analysis Define regions of interest (ROI) and apply high-resolution inspection only where needed — improving throughput.

Applications

  • Intraocular lenses, microfluidic chips, and medical pouches
  • Precision optical components and coated films
  • Semiconductor wafers, solder joints, and BGA inspection
  • Surface analysis of anodized or treated metal sheets
  • Failure analysis and microscopic root-cause tracing

Intelgic’s microscopic inspection solution brings lab-grade accuracy to the production floor, delivering speed, consistency, and AI-based insight — without manual microscopy or bottlenecks.

Defect Analytics and Reporting

Turn Inspection Data into Actionable Process Intelligence

Intelgic’s machine vision system doesn’t stop at detecting defects — it turns every inspection into meaningful analytics that help improve your product quality and manufacturing efficiency over time.

All inspection data captured by Live Vision AI is securely uploaded to the on-prem server or to the cloud, where it is organized, visualized, and analyzed through a powerful dashboard. This gives you real-time and historical insights into what’s failing, why it’s failing, and how frequently it’s happening.

By connecting vision inspection to the cloud, Intelgic enables your team to move from detection to prevention — using data to optimize processes, reduce downtime, and enhance yield.

Key Features:

  • Defect Trend Analysis Monitor recurring defect types, frequency, location, and correlation across time periods, shifts, or machines
  • Production Line Comparison Compare performance and defect rates across different lines, stations, or batches to identify process variations.
  • Defect Heatmaps & Zone Analytics Visualize high-failure zones within your product geometry using region-based image analytics. Useful for layered or grid-based inspection models.
  • Acceptance Criteria Reporting Track how many products failed based on defined defect size, shape, or type — and refine thresholds over time.
  • Machine/Process Feedback Loop Use analytics insights to fine-tune upstream equipment, reduce vibration, improve alignment, or adjust operator workflows — minimizing defects before they occur.
  • Exportable Reports & Audit Trails Generate PDF, CSV, or dashboard-based reports for QA teams, production engineers, or vendor communication. Maintain traceable records for compliance or root-cause analysis
  • Remote Monitoring & Alerts Get notified instantly for sudden spikes in defect rate, new defect categories, or if any inspection system is offline.

Packaging Line Inspection

Final-Stage Quality Check Before Shipment — Protect Brand, Reduce Returns

Intelgic’s machine vision AI plays a critical role at the packaging line — ensuring that only correctly sealed, properly assembled, and fully packed products leave your facility. With real-time detection of seal defects, missing items, or misalignments, our system helps eliminate costly shipping errors and reduce warranty claims.

By automating inspection at the final stage, Intelgic ensures that your packaging meets both technical and customer expectations.

What We Inspect on Packaging Lines:

  • Open or Improper Seals Detect unsealed edges, partially closed flaps, or improper heat sealing on pouches, cartons, or wrappers.
  • Missing Components Verify that all expected items are inside the package — from leaflets and accessories to screws, batteries, or tools.
  • Item Count Verification Count units (e.g., pills, syringes, parts) within trays or containers to ensure accurate quantity.
  • Incorrect Orientation or Installation Detect upside-down components, skewed placement, or incorrect part arrangement within the package.
  • Foreign Object Detection Identify unwanted objects or contamination inside transparent or semi-open packaging.
  • Label & Barcode Verification Ensure correct label positioning, barcode presence, and readability for traceability.

Why Packaging Inspection Matters:

  • Prevent Costly Returns – Catch issues before shipment, reducing customer complaints and reverse logistics costs.
  • Warranty Validation – Capture and store inspection images and reports as evidence of proper packaging.
  • Customer Satisfaction – Deliver complete, safe, and correctly assembled products every time.
  • Regulatory Compliance – Ensure packaging integrity for pharmaceuticals, food, and medical devices.

Dimensional Measurement with Vision AI

Accurate, Non-Contact Measurement for Complex Parts and Profiles

Intelgic’s machine vision systems are not just for detecting visual defects — they are also engineered for precise, non-contact dimensional measurement of industrial components and materials.

Whether you need to measure the length, width, height, diameter, hole position, edge distance, angle, or profile tolerance, our system delivers reliable, micron-level accuracy using high-resolution imaging and smart algorithms.

What We Can Measure

  • Outer and Inner Dimensions – Length, width, thickness, diameter of parts, gaps, or cutouts
  • Hole Coordinates & Pitch – Detect hole centers, measure spacing and tolerance deviations
  • Angles & Radii – Measure angular displacement, bends, or curved profiles
  • Edge Distance & Alignment – Ensure that features are located at precise distances from reference edge
  • Thread & Tooth Counting – Count patterns in gears, threads, or repetitive structures
  • Height Differences – With stereoscopic imaging or structured light setups (optional)

Key Technologies

  • Telecentric Lenses – Ensure accurate measurement without image distortion or perspective error
  • Subpixel Edge Detection Algorithms – For micron-level resolution of lines, gaps, and contours
  • Region-Based Measurement Grids – Define zones and apply measurement rules on each
  • Automatic Tolerance Checking – Set upper and lower limits for each measurement point; flagged deviations generate alerts

Applications

  • Metal parts inspection (hole alignment, chamfer size)
  • Glass or sheet material edge length and thickness
  • Injection molded parts or rubber gaskets dimensional conformity
  • PCB component alignment and footprint validation
  • Connector pin length, pitch, and alignment checking

Intelgic’s dimension measurement system provides not only inspection accuracy, but also automated judgment and analytics, helping you maintain tolerance control without manual intervention.

All results can be logged, reported, and visualized in our analytics platform, with integration into PLCs or MES for pass/fail decision-making.

Customization for Complex Products

Built for Non-Standard Shapes, Surfaces, and Environments

Not all products are flat, matte, or consistent — and Intelgic’s machine vision system is specifically engineered to handle the tough ones. Whether your parts are transparent, reflective, curved, variable in shape, or moving at high speeds, we design inspection systems that adapt to your production realities.

Types of Complex Products We Handle:

  • Transparent & Glossy Materials
    Lenses, vials, glass panels, medical containers, and coated surfaces — inspected using glare-reducing lighting, polarizers, and adaptive contrast techniques.
  • Highly Reflective or Metallic Surfaces
    Engine parts, aluminum sheets, polished enclosures, or smartphone frames — managed using coaxial or dark field illumination to reveal micro-defects.
  • Curved or 3D Surfaces
    Pipes, spherical lenses, bottle caps, and rubber gaskets — supported by dome lighting and rotational imaging systems for full 360° inspection.
  • Small or Irregular Shapes
    Screws, electronic connectors, miniature assemblies — inspected with macro lenses, telecentric optics, and high-resolution cameras for detailed imaging.
  • High-Speed or Variable Motion Products
    Webs, continuous sheets, bottle lines, or SMD components — inspected using line scan cameras and motion-synced image capture systems.

Custom Engineering Capabilities:

  • Modular Fixtures and Part Holders
    Designed for odd shapes, flexible positioning, and easy changeovers between SKUs.
  • Electromechanical Positioning Systems
    For multi-view or multi-angle inspection using actuators, motorized slides, and rotary platforms.
  • Environment Control Enclosures
    To isolate inspection from ambient lighting, dust, or vibrations — critical for transparent or high-reflectivity materials.
  • Custom Lighting & Lens Combinations
    Tuned specifically to your material’s interaction with light — improving image clarity and defect visibility under any condition.

Every Intelgic solution is engineered to fit your product, not the other way around — ensuring reliable inspection, even for the most demanding manufacturing scenarios.

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