SwitchOn https://switchon.io/ Experience Zero Defects Mon, 02 Mar 2026 13:24:31 +0000 en-US hourly 1 https://wordpress.org/?v=6.9.4 https://switchon.io/wp-content/uploads/2024/11/logo-vectro.svg SwitchOn https://switchon.io/ 32 32 360° Spark Plug Inspection Powered by DeepInspect https://switchon.io/360-spark-plug-inspection/ Mon, 15 Sep 2025 11:34:00 +0000 https://switchon.io/?p=23845 Revolutionizing 360° Spark Plug Inspection with Single Camera System The Spark Plug – A Small Component with a Critical Role

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Revolutionizing 360° Spark Plug Inspection with Single Camera System

360 spark plug defect identification

The Spark Plug – A Small Component with a Critical Role

Spark plugs are among the most vital components in an internal combustion engine. They ignite the air-fuel mixture that powers the engine, ensuring smooth startup, optimal combustion, and fuel efficiency. Given their essential function and high-speed operation under intense pressure and heat, maintaining consistent spark plug quality is non-negotiable. Any surface defect, no matter how small, can lead to misfires, reduced engine performance, or even catastrophic failure. That’s why visual inspection of spark plugs is a crucial quality control step in modern manufacturing.

Surface Defects on Spark Plugs and How They’re Formed?

During the high-speed manufacturing of spark plugs, several surface defects can occur due to a mix of thermal, mechanical, and material-related factors. Here are few of the most common spark plug defects — and what causes them:

types of defect on spark plug

These defects can be difficult to detect manually— making AI powered spark plug visual inspection essential for reliable quality control. But traditional AI inspection of Spark Plug comes with a lot of limitations.

Why Traditional AI Spark Plug Inspection Systems Mostly Fail?

While AI Spark Plug inspection software systems promise automation and speed, traditional models often rely on multi-camera setups or fixed-angle vision systems. These methods struggle with:

  • Incomplete coverage — blind spots leave defects undetected
  • Difficulty in inspecting round and reflective surfaces like ceramic bodies
  • High false positives due to inconsistent lighting or poor model generalization
  • Complex calibration and high cost due to multiple cameras and hardware components

For high-speed spark plug production lines, these shortcomings translate to missed defects, increased rework, and productivity losses.

The Solution: AI Powered 360° Spark Plug Inspection Using DeepInspect® Single Camera System

DeepInspect® is an AI-powered spark plug inspection software that enables manufacturers to perform full 360° surface inspection using just a single-camera system.

The Setup

machine inspection of spark plug

Unlike traditional multi-camera setups, DeepInspect® combines intelligent vision with controlled spark plug rotation to capture a complete, high-resolution view of the component. With less than 200 good images and just 45 minutes of training time, the system accurately detects subtle defects like micro-cracks, dents, burrs, and ceramic misalignments — all with an industry-leading 99.5% accuracy.

DeepInspect®  Software

AI inspection software for defect prevention

360° Spark Plug Inspection Using DeepInspect Ensures:

  • High-resolution coverage of all sides, including the ceramic insulator and electrode  region using single camera system
  • Robust defect detection across variations in lighting, geometry, and orientation
  • Compact setup with reduced hardware complexity and cost
  • 99.5% defect detection accuracy
  • <0.5% false positive rate
  • Cost effective inspection
defect metrics on spark plug


Why DeepInspect®?

  • Requires fewer than 200 good images for AI model training
  • Model training completes in under 45 minutes
  • True 360-degree inspection using just single camera system system
  • False positive rate below 0.1%, reducing unnecessary manual checks
  • Optimized for fast deployment
  • Minimizes inspection infrastructure complexity and costs
  • Delivers high-accuracy results suitable for high-throughput lines


Conclusion

As demand for performance and reliability grows, so does the need for robust automated spark plug inspection systems. DeepInspect is transforming how manufacturers ensure spark plug quality — reducing defects, minimizing customer complaints, reducing costs and enhancing operational efficiency.

Let's Discuss How We Can Transform Your Operations!

FAQ’s :

What hardware is required for DeepInspect? Do we provide hardware?

DeepInspect uses readily available industrial-grade hardware to ensure high repeatability and long lifespan. We provide a basic kit to help you get started, which includes a controller, camera, lights, and a PLC.

What speeds does DeepInspect support?

DeepInspect supports inspection speeds of up to 1000 parts per minute. The final speed depends on various factors, such as the number of cameras, lighting, and other line conditions. If you have a requirement above 1000 PPM, please contact us.

What cameras do we support?

We support Area Scan, Line Scan, and Thermal cameras. Our software is compatible with industry-standard vendors like Basler, Baumer, Allied Vision, FLIR, and others.

What kind of defects can DeepInspect capture?

DeepInspect has successfully inspected over 1000 unique SKUs across automotive, pharma, electronics, and FMCG industries. Check out our [case studies](#) to learn more.

The post 360° Spark Plug Inspection Powered by DeepInspect appeared first on SwitchOn.

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Reimagining 360° Cap Inspection with DeepInspect https://switchon.io/reimagining-360-cap-inspection-with-deepinspect/ Wed, 23 Jul 2025 12:57:36 +0000 https://switchon.io/?p=23744 Reimagining 360° Cap Inspection with DeepInspect® Introduction Caps are more than just closures — they are the first line of

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Reimagining 360° Cap Inspection with DeepInspect®

cost effective cap quality inspection software

Introduction

Caps are more than just closures — they are the first line of defense in product safety and integrity, especially in industries like pharmaceuticals, food, and beverages. A defective cap can lead to contamination, spoilage, or even dangerous leaks, risking consumer safety and brand reputation. As production volumes scale, so does the importance of an efficient, accurate, and cost-effective inspection system. That’s where DeepInspect steps in, transforming cap inspection with AI and advanced optics.

How Are Defects Formed on Caps?

360° Cap Inspection Challenges with Traditional AI Systems

Traditional AI-based inspection systems typically rely on 4 or more cameras positioned around the cap. While this may sound comprehensive, several limitations persist:

  • Incomplete 360° coverage: Even with multiple cameras, overlapping blind spots can allow defects to slip through.
  • High equipment and maintenance costs: More cameras mean more complexity — driving up operational and inspection expenses.
  • Accuracy concerns: Inconsistent lighting and camera angles often result in false positives or missed defects.

In short, traditional systems are expensive and still fall short of delivering consistent, reliable results.

The Solution: Cap Inspection Using DeepInspect®

DeepInspect®  is an AI powered visual quality inspection software that disrupts traditional 360° cap inspection. Unlike conventional setups that require four or more cameras and still leave gaps in coverage, DeepInspect® uses only two camera system for the inspection. These work in tandem with specialized optics and AI-powered algorithms to deliver full 360-degree inspection. The system can analyze every surface detail with precision, ensuring no area goes unchecked. This drastically reduces hardware complexity and maintenance requirements while enhancing reliability and repeatability.

The result is a high-speed, cost-effective inspection system that delivers 99.5% defect detection accuracy. DeepInspect®  help minimize false positives, and ensures that even the smallest defects are identified consistently. With just 2 camera systems and simplified integration, manufacturers benefit from lower setup and operational costs.

AI powered cap inspection

Inspection Coverage: Few Cap Defects Detected by DeepInspect®

cap surface defects inspection software


360° Cap Inspection - The Hardware Setup

The setup consists of a dual-camera system — one camera positioned at the top to inspect the outer surface of the cap, and another placed underneath to capture the inner profile. It is powered by an industrial controller, GPU, supported by industrial-grade machine vision lights, high-resolution industrial cameras, and a Mitsubishi I/O module

Hardware setup for cap inspection

Why DeepInspect® for Cap Inspection?

  • Requires fewer than 200 good images for AI model training
  • Model training completes in under 45 minutes
  • True 360-degree cap inspection using just 2 camera system
  • False positive rate below 0.1%, reducing unnecessary manual checks
  • Optimized for fast deployment
  • Minimizes inspection infrastructure complexity and costs
  • Delivers high-accuracy results suitable for high-throughput lines

Conclusion

DeepInspect® offers a reliable, efficient, and cost-effective solution for 360-degree cap inspection. By replacing complex multi-camera setups with a simplified two-camera system, it delivers complete scap inspection with 99.5% accuracy. The ability to train models with fewer than 200 images in under 45 minutes makes it highly adaptable for fast-paced production environments.

Let's Discuss How We Can Transform Your Operations!

FAQ’s :

What hardware is required for DeepInspect? Do we provide hardware?

DeepInspect uses readily available industrial-grade hardware to ensure high repeatability and long lifespan. We provide a basic kit to help you get started, which includes a controller, camera, lights, and a PLC.

What speeds does DeepInspect support?

DeepInspect supports inspection speeds of up to 1000 parts per minute. The final speed depends on various factors, such as the number of cameras, lighting, and other line conditions. If you have a requirement above 1000 PPM, please contact us.

What cameras do we support?

We support Area Scan, Line Scan, and Thermal cameras. Our software is compatible with industry-standard vendors like Basler, Baumer, Allied Vision, FLIR, and others.

What kind of defects can DeepInspect capture?

DeepInspect has successfully inspected over 1000 unique SKUs across automotive, pharma, electronics, and FMCG industries. Check out our [case studies](#) to learn more.

The post Reimagining 360° Cap Inspection with DeepInspect appeared first on SwitchOn.

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AI- Powered Dimension Check Using DeepInspect https://switchon.io/ai-powered-dimension-check-using-deepinspect/ Thu, 03 Jul 2025 06:41:26 +0000 https://switchon.io/?p=23667 AI-Powered Dimension Check Using DeepInspect® Introduction In today’s manufacturing landscape, precision is non-negotiable. Whether it’s pharmaceutical, FMCG, automotive components, or

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AI-Powered Dimension Check Using DeepInspect®

measurement check by SwitchOn

Introduction

In today’s manufacturing landscape, precision is non-negotiable. Whether it’s pharmaceutical, FMCG, automotive components, or electronics, the accuracy of product dimensions directly impacts safety, compliance, and consumer trust. Even a millimeter’s error can result in malfunctions, rejections, or worse—failures in the field. Ensuring dimensional accuracy is the backbone of modern manufacturing. Yet, despite the stakes, traditional dimension checks are riddled with bottlenecks.

Why Dimension Matters in Manufacturing?

Dimension accuracy is critical in manufacturing because even the smallest deviations can impact product quality, functionality, and safety. Precise measurements ensure that components fit together correctly, machinery operates smoothly, and products meet industry standards and customer expectations. In sectors like pharmaceuticals, automotive, electronics, and FMCG, maintaining tight tolerances helps prevent costly rework, recalls, or compliance issues. Ultimately, accurate dimension control supports efficient production, reduces waste, and protects a manufacturer’s reputation for reliability and quality.

The Limitations of Traditional Dimension Checking

Most current dimension-checking solutions are manual, template-driven, or reliant on expensive hardware. Manual measurements introduce human error and are not scalable for high-throughput lines. Legacy vision systems require extensive calibration and time-consuming training with dozens—sometimes hundreds of reference images. They also struggle with variable lighting, backgrounds, or minor product variations. This leads to challenges such as:

  • High setup time and costs: Deploying and maintaining complex systems eats into production schedules.

     

  • Limited flexibility: Adapting to new SKUs or packaging formats often means starting from scratch.

     

  • Inconsistent results: Manual or semi-automated checks are prone to miss subtle but critical defects.

Ensure precision at scale with Deepinspect® Dimension Check Tools

DeepInspect is an AI-powered visual quality inspection software designed to help manufacturers achieve precise dimension checks and surface inspections. The AI Powered Dimension Check feature streamlines the inspection process, allowing manufacturers to set up accurate, reliable dimension checks in less than 15 minutes using just a single image for training. DeepInspect offers four specialized dimension-checking tools, each tailored to different inspection needs on the production floor. Here’s a closer look at these tools and how they can be applied:

dimension check ai powered

1. Circle Tool

Quickly identifies circularity, measures diameters, and pinpoints the midpoint of circular components—crucial for parts like bearings, lids, bottle necks etc.

2. Parallel Tool

Checks the distance between two parallel edges, helping spot assembly or molding defects that could compromise product function or safety.

3. Position Check Tool

Determines the precise X, Y coordinates and angle of a particular component on a SKU. This is essential for high-speed packaging lines or PCB assembly, where the location and orientation of every part matters.

4. Length Tool

Accurately measures the length between any two points, streamlining inspections for cables, pipes, pack sizes, or any linear features.

AI powered dimension check

Why Choose DeepInspect AI Powered Dimension Check?

  • Rapid Deployment: Train the system in under 15 minutes with just one sample image.

  • Versatility: Four dedicated tools cover most use cases across industries.

  • Minimal Training Data: No need to curate massive image libraries—one image is all it takes.

  • Consistency: AI-driven algorithms eliminate subjective errors and provide reliable, repeatable results.

Ease of Use: Designed for operators, not data scientists—minimal technical training required.

Conclusion

As manufacturing gets smarter, so should your inspection tools. SwitchOn’s AI Powered Dimension Check delivers speed, accuracy, and flexibility—helping you meet the highest quality standards without slowing down. Ready to transform your dimension inspections? It’s time to make the switch.

Let's Discuss How We Can Transform Your Operations!

FAQ’s :

What hardware is required for DeepInspect? Do we provide hardware?

DeepInspect uses readily available industrial-grade hardware to ensure high repeatability and long lifespan. We provide a basic kit to help you get started, which includes a controller, camera, lights, and a PLC.

What speeds does DeepInspect support?

DeepInspect supports inspection speeds of up to 1000 parts per minute. The final speed depends on various factors, such as the number of cameras, lighting, and other line conditions. If you have a requirement above 1000 PPM, please contact us.

What cameras do we support?

We support Area Scan, Line Scan, and Thermal cameras. Our software is compatible with industry-standard vendors like Basler, Baumer, Allied Vision, FLIR, and others.

What kind of defects can DeepInspect capture?

DeepInspect has successfully inspected over 1000 unique SKUs across automotive, pharma, electronics, and FMCG industries. Check out our [case studies](#) to learn more.

The post AI- Powered Dimension Check Using DeepInspect appeared first on SwitchOn.

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Glass Bottle Bore Inspection Using DeepInspect®  https://switchon.io/glass-bore-inspection/ Thu, 15 May 2025 09:06:49 +0000 https://switchon.io/?p=23310 Revolutionizing Glass Bottle Quality Control: The Power of AI-Powered Bore Inspection Introduction In today’s fast-paced FMCG landscape, product quality and

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Revolutionizing Glass Bottle Quality Control: The Power of AI-Powered Bore Inspection

bottle bore inspection

Introduction

In today’s fast-paced FMCG landscape, product quality and consistency are non-negotiable. Glass bottles, a staple packaging choice for beverages, pharmaceuticals, and food products, must meet stringent quality standards. Even minor defects in glass containers can disrupt production, trigger consumer complaints, and tarnish brand reputation. This is where advanced AI-driven inspection software- DeepInspect® is transforming traditional quality control methods, ensuring precision and efficiency in glass bottle production.

Why Glass Bottles are Widely Used in the FMCG Industry

Glass bottles continue to dominate packaging in the FMCG sector for several reasons.Given these advantages, maintaining flawless glass containers is crucial for brands aiming to deliver exceptional customer experiences.

Types of Defects in Glass Bottle Bores & What Causes these Defects?

The bore of glass bottles is highly prone to defect formation. The bore, or neck region, of a glass bottle is critical for functionality. —ensuring proper sealing, filling, and user experience. However, defects in this area are common due to various factors in the manufacturing process.

1. Molten Glass Distribution Variations

During the blow moulding process, molten glass is shaped into bottles. Inconsistent distribution of molten glass can result in defects like choked, bent, or hollow necks. Factors such as uneven temperature control, improper mould alignment, or fluctuations in glass viscosity often contribute to these variations, leading to critical quality issues in the bore region.

2. Equipment Wear and Misalignment

Over time, machinery used in glass bottle production, including moulds, conveyors, and blowers, undergo wear and tear. Misalignment of these components can cause deviations in bottle dimensions, particularly around the neck area. Regular maintenance is crucial, but even slight misalignments can lead to persistent defects if not promptly corrected.

3. Environmental Contaminants

Glass production environments are prone to dust, debris, and foreign particles that can infiltrate the manufacturing line. These contaminants can adhere to the bottle’s neck or get embedded during the forming process, compromising product quality. Effective air filtration, cleanroom protocols, and automated inspection are essential to mitigate this risk.

4. Human Error in Manual Processes

Manual inspection and handling remain common in many facilities, especially for niche or small-batch production. However, human error, fatigue, and inconsistencies in visual checks often result in missed defects or inaccurate assessments of bore quality. As production speeds increase, the likelihood of errors rises, making manual processes less reliable for critical inspections.

defect types on glass bottle bore

Why Traditional AI Systems Fail in Detecting Glass Bore Defects

While AI has been a buzzword in manufacturing, not all AI systems are created equal—especially when it comes to inspecting transparent, reflective materials like glass. Traditional AI inspection systems and manual methods face significant limitations:

Manual VS AI software

DeepInspect® - AI-Powered Quality Inspection Software for Glass Bottle Inspection

DeepInspect® is an AI-powered visual quality inspection software for glass bottle manufacturers that detects bore defects with high precision. It detects defects like choked necks (excess glass obstructing the bottle’s bore) and bent necks (misaligned bottle necks), etc. along with bore diameter inconsistencies and internal foreign particles. DeepInspect’s advanced machine vision with multi-angle cameras and AI algorithms analyze each bottle in real time, flagging even subtle deviations.

glass bottle quality inspection software

DeepInspect’s key advantages include 99.5% defect detection accuracy and minimal training data requirements. Unlike traditional vision systems, it learns from only a small set of good images, say just 200 nos, eliminating the need for thousands of defect samples. This high-precision, automated inspection runs at hundreds of bottles per minute, removing human error and ensuring faulty bottles are rejected immediately. By enabling reliable, rapid detection, DeepInspect® helps glass bottle manufacturers achieve zero-defect production lines, leading to improved product quality, safety, and efficiency. 

Why Should Glass Bottle Manufacturers Choose DeepInspect® Over Traditional AI Inspection Systems?

Glass bottle manufacturers stand to gain immensely from adopting DeepInspect® due to its tailored approach and proven performance. DeepInspect® ensures 99.8% defect detection accuracy with minimal false positives of just 0.14%. It requires only 200 images for AI model training, enabling quick deployment without disrupting existing operations. The system performs comprehensive bore inspection—detecting choked necks, bent necks, hollow sections, small diameters, and foreign particles with high precision. With seamless inspection for multiple SKUs, DeepInspect® maintains consistent detection accuracy across diverse bottle variants. Real-time analytics and downloadable reports provide actionable insights for process optimization. By eliminating manual inspection, it help reduce labor costs, boosts operational efficiency, and delivers reliable, scalable quality control.

Impact of DeepInspect® in Glass Bottle Bore Inspection

The adoption of DeepInspect® can deliver transformative results for glass manufacturers:

  • Zero Downstream Complaints: Enhanced defect detection ensures only flawless bottles reach customers.

  • Improved Customer Satisfaction: Consistent quality builds trust with end clients.

  • Increased Throughput: Automation accelerates inspection processes, keeping up with high production speeds

  • Cost Savings: Reduction in manual labor and defect-related rejections translates to significant financial benefits.

Conclusion

In an industry where quality cannot be compromised, DeepInspect® stands out as a game-changer. Its AI-powered inspection capabilities provide glass bottle manufacturers with the precision, efficiency, and reliability they need to stay competitive in the FMCG market. By overcoming the limitations of manual and traditional AI systems, DeepInspect® ensures every bottle meets the highest quality standards—seamlessly, accurately, and efficiently.

Let's Discuss How We Can Transform Your Operations!

FAQ’s :

What hardware is required for DeepInspect? Do we provide hardware?

DeepInspect uses readily available industrial-grade hardware to ensure high repeatability and long lifespan. We provide a basic kit to help you get started, which includes a controller, camera, lights, and a PLC.

What speeds does DeepInspect support?

DeepInspect supports inspection speeds of up to 1000 parts per minute. The final speed depends on various factors, such as the number of cameras, lighting, and other line conditions. If you have a requirement above 1000 PPM, please contact us.

What cameras do we support?

We support Area Scan, Line Scan, and Thermal cameras. Our software is compatible with industry-standard vendors like Basler, Baumer, Allied Vision, FLIR, and others.

What kind of defects can DeepInspect capture?

DeepInspect has successfully inspected over 1000 unique SKUs across automotive, pharma, electronics, and FMCG industries. Check out our [case studies](#) to learn more.

The post Glass Bottle Bore Inspection Using DeepInspect®  appeared first on SwitchOn.

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Borescope inspection Powered by DeepInspect® https://switchon.io/borescope-inspection/ Tue, 22 Apr 2025 12:43:44 +0000 https://switchon.io/?p=23049 Borescope Inspection Powered by DeepInspect®: Redefining Internal Quality Control in Automotive Introduction When it comes to high-precision automotive components like

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Borescope Inspection Powered by DeepInspect®: Redefining Internal Quality Control in Automotive

Borescpe Inspection

Introduction

When it comes to high-precision automotive components like fuel injector rails, even a micro-level internal defect can trigger massive consequences — from engine malfunction to complete system failure. These defects often hide in places where the human eye can’t reach. This is why borescope inspection has become indispensable for automotive manufacturers.

However, traditional borescope inspection is riddled with inconsistencies. The process is time-consuming, heavily reliant on operator experience, and does not scale well in high-throughput production environments. That’s where DeepInspect®, SwitchOn’s AI-powered visual quality inspection software, brings a paradigm shift.

This blog dives deep into borescope inspection, the limitations of traditional methods, and how DeepInspect® is revamping the process with AI.

What is Borescope?

Borescope is an essential tool in the modern production lines for ensuring quality without dismantling or destroying the part. This tool features a long, flexible tube with a tiny camera or lens on one end and a screen or eyepiece on the other. By inserting the borescope into engines, pipes, or equipment, they can quickly spot damage, blockages, or wear. 

Technicians use a borescope to see inside hard-to-reach or hidden spaces without taking anything apart.  It helps them perform inspections efficiently, saving time and avoiding unnecessary disassembly. Borescope plays a key role in maintenance and repair work. In short, the borescope acts as the eye where no eye can go.

Types of Borescopes

Components of a Borescope

borescope Anatomy

Why is a Borescope Used in Automotive Inspection?

Modern automotive components are tightly packed, with complex internal geometries that are nearly impossible to access visually. A borescope solves this challenge by capturing high-resolution images from deep within these confined spaces—without dismantling the part. Whether it’s inside a fuel injector rail, an oil channel, or a cylinder head, the borescope’s slender, flexible design allows it to navigate through intricate pathways and deliver clear visuals of hidden surfaces.

This internal visibility helps engineers and quality teams better understand part integrity, surface finish, and overall build quality. Unlike traditional tools, borescopes provide a direct visual reference, enabling precise diagnostics during manufacturing or maintenance. As vehicles continue to evolve with tighter tolerances and advanced materials, the ability to “see inside” becomes critical. In essence, a borescope acts as the industry’s eye—bringing the inaccessible into full view and enabling smarter decisions without disrupting assembly.

While this hardware is widely used, its effectiveness is often limited by the human element — especially when inspection results rely solely on visual judgment.

Challenges with Traditional Borescope Inspection

Solution: Borescope Inspection Powered by DeepInspect®

DeepInspect® is an AI-powered visual quality inspection software that helps automotive manufacturers spot internal defects in components using borescope. Components like fuel injector rails, oil galleries, and cylinder heads—parts with tight, complex interiors that are hard to access using traditional methods can be semlessly inspected with 99.5% accuracy

Borescope automotive inspection by deepinspect

Here’s how it works: a borescope is inserted through an inlet port, such as the fuel inlet in a rail. As it moves through the internal pathways, it captures high-resolution images of the surfaces inside. These images are then analyzed by pre trained model in DeepInspect to detect issues like burrs, scratches, dents, missing holes, or improper machining

What makes DeepInspect stand out is how little it needs to get started—just 200 good internal images to train the AI model. Once trained, it delivers 99.5% defect detection accuracy. It doesn’t rely on fixed rules or operator judgment. Instead, it adapts to new defect types, surface variations, and lighting conditions—offering fast, consistent, and traceable inspection without the guesswork.

Borescope automotive inspection

Advantages of DeepInspect® in Borescope Inspection

Advantages of deepinspect in borescope

Conclusion

Internal defect detection no longer needs to be slow, manual, or error-prone. With DeepInspect®  powering borescope inspections, automotive manufacturers can unlock a new level of quality control that’s faster, smarter, and more scalable. Whether it’s fuel injector rails or engine housings, DeepInspect adapts to the component, the workflow, and the people using it.

Let's Discuss How We Can Transform Your Operations!

FAQ’s :

What hardware is required for DeepInspect? Do we provide hardware?

DeepInspect uses readily available industrial-grade hardware to ensure high repeatability and long lifespan. We provide a basic kit to help you get started, which includes a controller, camera, lights, and a PLC.

What speeds does DeepInspect support?

DeepInspect supports inspection speeds of up to 1000 parts per minute. The final speed depends on various factors, such as the number of cameras, lighting, and other line conditions. If you have a requirement above 1000 PPM, please contact us.

What cameras do we support?

We support Area Scan, Line Scan, and Thermal cameras. Our software is compatible with industry-standard vendors like Basler, Baumer, Allied Vision, FLIR, and others.

What kind of defects can DeepInspect capture?

DeepInspect has successfully inspected over 1000 unique SKUs across automotive, pharma, electronics, and FMCG industries. Check out our [case studies](#) to learn more.

The post Borescope inspection Powered by DeepInspect® appeared first on SwitchOn.

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AI Powered HDPE Bottle Inspecton Using DeepInspect® https://switchon.io/ai-powered-hdpe-bottle-inspecton-using-deepinspect/ Fri, 28 Mar 2025 12:45:56 +0000 https://switchon.io/?p=22861 AI-Powered HDPE Bottle Inspection Using DeepInspect® Introduction Ensuring defect-free production is critical for manufacturers to maintain high product standards and

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AI-Powered HDPE Bottle Inspection Using DeepInspect®

HDPE bottle inspection

Introduction

Ensuring defect-free production is critical for manufacturers to maintain high product standards and consumer trust. This blog explores how FMCG brands can significantly benefit from automating visual quality inspections of HDPE bottles using the advanced AI-driven software, DeepInspect®. Using Deepinspect, manufacturers can enhance their inspection efficiency, improve accuracy, and significantly reduce manual intervention, ensuring consistent and high-quality production outcomes.

What are HDPE Bottles? Why are they Widely Used in FMCG Industry?

HDPE bottles are plastic containers made from high-density polyethylene. They are favored by FMCG companies due to their strength, versatility, resistance to impact, and suitability for recycling, supporting sustainability goals. Their chemical inertness makes them ideal for packaging sensitive and consumable products.

How Defects are Formed in HDPE Bottles?

Defects in HDPE bottles usually arise from manufacturing inconsistencies and process control errors. Some common reasons include:

defects in hdpe bottles

Challenges Faced by FMCG Companies Due to these Defects and How it Can Affect Them

Defective HDPE bottles pose multiple risks for FMCG companies, including compromised product safety, risk of contamination, spillage, and damage to packaging. Visible defects negatively impact consumer perception and erode brand trust, leading to reduced customer loyalty and potentially significant financial losses.

DeepInspect®- AI Powered HDPE Bottle Inspection Software

DeepInspect® is a cutting-edge AI-powered visual quality inspection software tailored for HDPE bottle manufacturers. It revolutionizes quality control by drastically simplifying and automating the inspection process, helping manufacturers achieve unparalleled accuracy and reliability.

HDPE bottle quality inspection software

Unlike traditional visual inspection systems that often require extensive datasets and lengthy training periods, DeepInspect® needs less than 200 good images to train its AI models effectively. This significantly shortens the training duration, enabling deployment in under 45 minutes. 

The Setup

DeepInspect® Software

Industrial Controller with i5 and  GPU

Industrial Machine Vision Lights

Industrial Camera

Mitsubishi IO Module

deepinspect comparison chart

Advantage for FMCG Brands by Having DeepInspect®

Integrating DeepInspect® offers FMCG brands several competitive advantages. It can help manufacturers experience substantial improvements in production quality, operational efficiency, and consumer satisfaction. Few of them includes:

🔹Enhanced consumer safety and product hygiene
🔹Complete elimination of defective bottles from reaching the market
🔹Protection of brand reputation and consumer trust
🔹Significant reduction in product returns and complaints
🔹Automated, high-precision quality control improving overall efficiency

Deepinspect HDPE bottle inspection

Conclusion

Deploying DeepInspect® significantly empowers HDPE bottle manufacturers by providing robust, accurate, and fully automated visual inspection capabilities. By ensuring rigorous quality standards and eliminating defects, manufacturers can consistently deliver superior products, maintain brand reputation, enhance consumer trust, and achieve operational excellence.

Let's Discuss How We Can Transform Your Operations!

FAQ’s :

What hardware is required for DeepInspect? Do we provide hardware?

DeepInspect uses readily available industrial-grade hardware to ensure high repeatability and long lifespan. We provide a basic kit to help you get started, which includes a controller, camera, lights, and a PLC.

What speeds does DeepInspect support?

DeepInspect supports inspection speeds of up to 1000 parts per minute. The final speed depends on various factors, such as the number of cameras, lighting, and other line conditions. If you have a requirement above 1000 PPM, please contact us.

What cameras do we support?

We support Area Scan, Line Scan, and Thermal cameras. Our software is compatible with industry-standard vendors like Basler, Baumer, Allied Vision, FLIR, and others.

What kind of defects can DeepInspect capture?

DeepInspect has successfully inspected over 1000 unique SKUs across automotive, pharma, electronics, and FMCG industries. Check out our [case studies](#) to learn more.

Curious to Learn More?

Download the full use case!

Please Share Your Details

[contact-form-7]

The post AI Powered HDPE Bottle Inspecton Using DeepInspect® appeared first on SwitchOn.

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Enhancing PCB Quality and Efficiency with DeepInspect® https://switchon.io/enhancing-pcb-quality-and-efficiency-with-deepinspect/ Mon, 17 Feb 2025 06:46:00 +0000 https://switchon.io/?p=22754 AI-Powered PCB Inspection: Enhancing Quality and Efficiency with DeepInspect® Introduction Printed Circuit Boards (PCBs) are the foundation of modern electronic

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AI-Powered PCB Inspection: Enhancing Quality and Efficiency with DeepInspect®

PCB quality inspection

Introduction

Printed Circuit Boards (PCBs) are the foundation of modern electronic devices, enabling seamless electrical connections across multiple components. With increasing complexity in PCB designs, ensuring defect-free manufacturing is more critical than ever. Even minor defects, such as soldering issues, misaligned components, or broken traces, can compromise functionality, reduce product lifespan, and erode consumer trust.

To address these challenges, PCB manufacturers can leverage DeepInspect®, an AI-powered visual quality inspection software that delivers 99.5% accuracy in real-time defect detection. By ensuring precise and reliable quality control, DeepInspect® helps maintain the highest industry standards in PCB production.

What Causes Defects on PCBs?

 

PCB defects can arise from multiple factors during the manufacturing process, leading to performance issues, reliability concerns, and increased production costs. Some of the primary causes include:

The Challenges of Defects on PCBs

Defective PCBs pose significant risks to both end consumers and manufacturers, affecting product performance, reliability, and brand reputation. A single faulty PCB can lead to device failures, performance issues, or even safety hazards, especially in industries like automotive, healthcare, and consumer electronics, where precision and reliability are critical. Consumers who experience malfunctioning devices, unexpected breakdowns, or safety concerns due to PCB defects may lose trust in the brand, leading to negative reviews, product returns, and decreased customer loyalty

Higher Production Costs, Increased Scrap Rates, Potential Product Recalls and More..

For manufacturers, these defects result in higher production costs due to rework, increased scrap rates, and potential product recalls. Poor quality control can also lead to regulatory compliance issues, legal liabilities, and financial losses, further damaging a company’s reputation. In a competitive market, maintaining consistent PCB quality is essential for ensuring customer satisfaction, meeting industry standards, and safeguarding brand credibility. Implementing AI-Powered PCB inspection software, DeepInspect® allows manufacturers to eliminate defects early, reduce costs, and maintain a strong market presence.

DeepInspect®: AI-Powered Visual Quality Inspection Software for PCB Manufacturers

AI PCB Inspection

DeepInspect® is an AI-powered visual quality inspection software for PCB manufacturers that help perform multiple inspections on PCBs , including surface defect detection, OCV/OCR, dimension check, object counting, and part presence/absence. The software is designed for efficiency, model training using less  than 200 good  PCB images and completing the training process in under 45 minutes. With 99.5% accuracy, it effectively identifies critical defects such as soldering issues, misaligned components, broken traces, and foreign particle contamination while maintaining a false positive rate below 0.1%. Once defects are detected, an automated rejection mechanism swiftly removes faulty PCBs from the production line, ensuring seamless manufacturing, reduced waste, and superior product reliability

How Does AI-Powered PCB Inspection Using DeepInspect® Work?

The PCB reaches the DeepInspect® inspection station, where it undergoes high-speed, real-time defect detection to ensure optimal quality. The inspection setup is powered by an Industrial Controller with an i5 processor and GPU, running DeepInspect® software at its core. The system also incorporates Industrial Machine Vision Lights for enhanced visibility and an Industrial Camera for high-resolution imaging, enabling precise defect identification.Once defects are identified, the system automatically activates the rejection mechanism, ensuring that faulty parts do not proceed to the next stage.

The Setup

DeepInspect® Software

Industrial Controller with i5 and  GPU

Industrial Machine Vision Lights

Industrial Camera

Mitsubishi IO Module

What Defects in PCBs Can Be Identified Using DeepInspect®?

AI powered pcb inspection

🔹 Soldering Defects – Detects weak or missing solder joints that may cause poor conductivity or circuit failure.
🔹 Reflow Issues – Identifies missing solder and unintended multiple connections that can lead to open circuits or short circuits.
🔹 Misaligned SMD Components – Flags misalignment, missing components, or incorrect placement angles that can impact circuit functionality.
🔹 Foreign Particles – Detects dust, debris, or metal shavings that can cause short circuits, overheating, or reliability issues.
🔹 Broken Traces – Identifies disrupted electrical pathways, preventing potential device malfunctions

PCB NG and G Inspection

Conclusion

In the fast-paced world of PCB manufacturing, maintaining high-quality standards is essential to ensuring product reliability and customer satisfaction. By leveraging DeepInspect®, PCB manufacturers can confidently deliver flawless circuit boards, enhance brand reputation, and achieve long-term success in a rapidly evolving electronics industry. Also, by detecting PCB defects early, DeepInspect® prevents costly rework, enhances product reliability, and ensures compliance with industry quality standards.

Let's Discuss How We Can Transform Your Operations!

FAQ’s :

What hardware is required for DeepInspect? Do we provide hardware?

DeepInspect uses readily available industrial-grade hardware to ensure high repeatability and long lifespan. We provide a basic kit to help you get started, which includes a controller, camera, lights, and a PLC.

What speeds does DeepInspect support?

DeepInspect supports inspection speeds of up to 1000 parts per minute. The final speed depends on various factors, such as the number of cameras, lighting, and other line conditions. If you have a requirement above 1000 PPM, please contact us.

What cameras do we support?

We support Area Scan, Line Scan, and Thermal cameras. Our software is compatible with industry-standard vendors like Basler, Baumer, Allied Vision, FLIR, and others.

What kind of defects can DeepInspect capture?

DeepInspect has successfully inspected over 1000 unique SKUs across automotive, pharma, electronics, and FMCG industries. Check out our [case studies](#) to learn more.

Curious to Learn More?

Download the full use case here!

Please Share Your Details

[contact-form-7]

The post Enhancing PCB Quality and Efficiency with DeepInspect® appeared first on SwitchOn.

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360° HDPE Tub Inspection Without Orientation https://switchon.io/hdpe-360-tub-inspection-without-orientation/ Thu, 02 Jan 2025 06:34:19 +0000 https://switchon.io/?p=21881 360° HDPE Tub Inspection Without Orientation Requirement Introduction High-Density Polyethylene (HDPE) tubs are a cornerstone of the FMCG industry, used

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360° HDPE Tub Inspection Without Orientation Requirement

FMCG product quality assurance

Introduction

High-Density Polyethylene (HDPE) tubs are a cornerstone of the FMCG industry, used extensively for packaging food items like instant noodles, sauces, and snacks. Their durability, lightweight nature, and compliance with food safety regulations make them an ideal packaging choice. However, manufacturers face significant challenges due to defects that can compromise product quality and harm customer satisfaction. This blog explores how the DeepInspect® system, an AI-powered visual quality inspection solution, is revolutionizing HDPE tub inspection and helping manufacturers deliver superior-quality products to customers.

More About HDPE Tubs

HDPE tubs are highly valued for their ability to preserve food quality while being lightweight and durable. Their flexibility in design and excellent resistance to external contaminants make them a preferred choice for a wide range of food packaging applications. However, despite their advantages, defects can arise during production that compromise their performance. Detecting and resolving these issues is crucial for maintaining high product standards in the competitive FMCG industry. 

Commonly Found Defects on HDPE Tubs

Let’s take a closer look at the most commonly found defects in HDPE tubs, which can impact product quality, functionality, and customer satisfaction:

Visual defect detection FMCG

Commonly Found Defects on HDPE Tubs

Even under ideal conditions, where standardized equipment and high-quality raw materials are used, defects in HDPE tubs can still occur due to minor inconsistencies in the production process. Here’s how:

Why Do Traditional Vision Systems Fail in Identifying HDPE Tub Defects?

Traditional vision systems often fall short in detecting defects in HDPE tubs due to several limitations in their technology and approach. Below are the key reasons why they fail:

Automated visual inspection systems for FMCG

How DeepInspect® is Helping Manufacturers Overcome These Challenges

The AI-powered visual quality inspection software, DeepInspect®, only requires less than 200 good HDPE tub images for model training, making it highly efficient and easy to implement. The system uses three cameras—one on top and two on the sides (number of cameras are expandable based on scope of inspection)— to inspect tubs moving along a conveyor at pre-determined line speeds. As tubs reach the inspection station, the cameras capture high-resolution images, enabling the system to detect defects such as dents, dirt, misaligned labels, wrinkles, and more. With 99.5% accuracy and less than 0.5% false positives, defective tubs are quickly identified, and the system triggers a rejection mechanism to ensure only flawless products reach consumers.

Visual quality inspection software FMCG

The Setup

DeepInspect® Software

Industrial Controller with i5 and  GPU

Industrial Machine Vision Lights

Industrial Camera

Mitsubishi IO Module

How DeepInspect® is Helping Manufacturers Overcome These Challenges

The AI-powered visual quality inspection software, DeepInspect®, only requires less than 200 good HDPE tub images for model training, making it highly efficient and easy to implement. The system uses three cameras—one on top and two on the sides (number of cameras are expandable based on scope of inspection)— to inspect tubs moving along a conveyor at pre-determined line speeds. As tubs reach the inspection station, the cameras capture high-resolution images, enabling the system to detect defects such as dents, dirt, misaligned labels, wrinkles, and more. With 99.5% accuracy and less than 0.5% false positives, defective tubs are quickly identified, and the system triggers a rejection mechanism to ensure only flawless products reach consumers.

FMCG product quality assurance software

Why DeepInspect® for 360 Degree Tub Inspection?

Conclusion:

The DeepInspect® system is enhancing HDPE tub inspection in the FMCG industry. Its ability to detect a wide range of defects with high precision, regardless of tub orientation, ensures compliance with industry standards while reducing human errors, waste, and downtime. By leveraging DeepInspect, manufacturers can effectively address critical quality control challenges and maintain operational excellence.

Let's Discuss How We Can Transform Your Operations!

FAQ’s :

What hardware is required for DeepInspect? Do we provide hardware?

DeepInspect uses readily available industrial-grade hardware to ensure high repeatability and long lifespan. We provide a basic kit to help you get started, which includes a controller, camera, lights, and a PLC.

What speeds does DeepInspect support?

DeepInspect supports inspection speeds of up to 1000 parts per minute. The final speed depends on various factors, such as the number of cameras, lighting, and other line conditions. If you have a requirement above 1000 PPM, please contact us.

What cameras do we support?

We support Area Scan, Line Scan, and Thermal cameras. Our software is compatible with industry-standard vendors like Basler, Baumer, Allied Vision, FLIR, and others.

What kind of defects can DeepInspect capture?

DeepInspect has successfully inspected over 1000 unique SKUs across automotive, pharma, electronics, and FMCG industries. Check out our [case studies](#) to learn more.

Curious to Learn More?

Download the full use case below!

Please Share Your Details

[contact-form-7]

The post 360° HDPE Tub Inspection Without Orientation appeared first on SwitchOn.

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Ensuring Precision Quality Control for Pouches https://switchon.io/pouch-inspection/ Wed, 18 Dec 2024 12:19:10 +0000 https://switchon.io/?p=21715 Precision Quality Control for Pouches with DeepInspect® Introduction Pouches are becoming a popular choice for individuals seeking a tobacco-free nicotine

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Precision Quality Control for Pouches with DeepInspect®

Pouch inspection

Introduction

Pouches are becoming a popular choice for individuals seeking a tobacco-free nicotine experience. However, ensuring the quality and safety of these pouches is crucial to maintaining customer trust and adhering to industry standards. Manufacturers often face challenges such as detecting defects that compromise product integrity.

In this blog, we will explore the challenges nicotine pouch manufacturers face, the types of defects that impact quality, and how DeepInspect® revolutionizes quality control processes.

What is a Pouch?

Pouches are small, smokeless products made of fibrous materials containing nicotine, flavorings, and fillers. Designed for discretion, they offer a tobacco-free alternative to traditional nicotine products. Users place them between their gums and lips for a consistent nicotine experience. Their growing popularity has increased the demand for high-quality, defect-free pouches.

Challenges Manufacturers Face Due to Pouch Defects

DeepInspect®: Best Nicotine Pouch Visual Quality Inspection Software

Nicotine Pouch Visual Quality Inspection

Key Components of the DeepInspect Setup

  • DeepInspect Software: The AI-powered system at the heart of inspection.

  • Industrial Controller: Equipped with an i5 processor and GPU for fast data processing.

  • Industrial Vision Lights & Camera: Ensure high-quality images for precise defect detection.

DeepInspect® is an AI- Powered visual quality inspection software tailored to meet the quality control needs of nicotine pouch manufacturers. DeepInspect AI model requires only less than 200 good nicotine pouch images for model training, enabling it to identify surface defects such as cut seals, unsealed edges, slicing errors, foreign particles, and unsliced pouches with 99.5% accuracy and a false positive rate below 0.1%. The system incorporates strategically positioned lighting to enhance visibility, allowing the dual-camera setup—one above and one below the transparent conveyor—to capture clear, detailed images of the pouches from both sides. Defective pouches are efficiently removed in real-time using an air nozzle system, ensuring impeccable quality control.

Advantages of DeepInspect®

1. Unmatched Accuracy

Detects even the smallest defects, ensuring consistent product quality and consumer satisfaction.

2. Cost-Effective

Minimizes operational expenses and reduces wastage by automating defect detection.

3. Compliance and Safety

Helps manufacturers meet industry standards and avoid costly recalls or penalties by delivering defect-free products.

4. Enhanced Brand Reputation

Ensures consumer confidence and loyalty through the delivery of flawless nicotine pouches.

5. Efficiency and Scalability

Processes up to 300 pouches per minute, making it suitable for high-volume manufacturing environments.

Conclusion:

The DeepInspect® system is a game-changer for nicotine pouch manufacturers striving to ensure product quality and safety. By leveraging advanced imaging and AI-powered defect detection, it offers a reliable solution to longstanding challenges in the industry. With its precision, efficiency, and cost-effectiveness, DeepInspect® not only boosts operational performance but also reinforces consumer trust in the brand.

For manufacturers aiming to stay ahead in the competitive nicotine pouch market, DeepInspect® is the ultimate tool to achieve sustainable growth and long-term success.

Let's Discuss How We Can Transform Your Operations!

FAQ’s :

What hardware is required for DeepInspect? Do we provide hardware?

DeepInspect uses readily available industrial-grade hardware to ensure high repeatability and long lifespan. We provide a basic kit to help you get started, which includes a controller, camera, lights, and a PLC.

What speeds does DeepInspect support?

DeepInspect supports inspection speeds of up to 1000 parts per minute. The final speed depends on various factors, such as the number of cameras, lighting, and other line conditions. If you have a requirement above 1000 PPM, please contact us.

What cameras do we support?

We support Area Scan, Line Scan, and Thermal cameras. Our software is compatible with industry-standard vendors like Basler, Baumer, Allied Vision, FLIR, and others.

What kind of defects can DeepInspect capture?

DeepInspect has successfully inspected over 1000 unique SKUs across automotive, pharma, electronics, and FMCG industries. Check out our [case studies](#) to learn more.

Curious to Learn More?

Download the full usecase below!

Please Share Your Details

[contact-form-7]

The post Ensuring Precision Quality Control for Pouches appeared first on SwitchOn.

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Revolutionizing Gasket Quality With DeepInspect https://switchon.io/gasket-inspection-using-deepinspect/ Fri, 06 Dec 2024 13:21:52 +0000 https://switchon.io/?p=21722 Revolutionizing Gasket Quality With DeepInspect Introduction Gaskets are critical components used to seal the space between two mating surfaces, preventing

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Revolutionizing Gasket Quality With DeepInspect

gasket quality inspection machine vision

Introduction

Gaskets are critical components used to seal the space between two mating surfaces, preventing leaks and ensuring optimal functionality in automotive, industrial, and other applications. Their reliability directly impacts product performance, safety, and durability. Even minor defects in gaskets, such as surface irregularities or misaligned holes, can lead to significant issues, including system failures, inefficiencies, and customer dissatisfaction. Traditional inspection methods often fall short in detecting these defects effectively, creating challenges for manufacturers.

Challenges- Why Traditional Vision Systems Struggle with Gasket Inspections?

Surface defects, incorrect hole counts, and optical character inaccuracies in gaskets can lead to leaks, misalignments, and product failures, compromising durability and disrupting supply chains. Identifying these multiple defects traditionally requires separate cameras and setups, increasing complexity, setup time, and costs. Manufacturers have struggled with these systems, finding them inefficient, error-prone, and unable to meet the demands of modern production workflows.

Gasket Inspection using deepinspect

DeepInspect- AI Powered Quality Inspection Software for Gasket Manufacturers

DeepInspect® revolutionizes gasket visual quality control by enabling manufacturers to train AI models with fewer than 200 good images in just ~45 minutes, significantly reducing setup time. Utilizing a single-camera system, DeepInspect performs multiple inspections simultaneously on a single product within a single field of view, streamlining operations and delivering exceptional precision. This efficient approach ensures faster setup, consistent quality, and optimized production workflows for gasket manufacturers.

3 module inspection

Gasket Defects That can be identified in DeepInspect Single FOV, Multiple inspection

gasket scope inspection

DeepInspect: Enabling Multiple Inspections in a Single Field of View

Using a single camera for multiple inspections, DeepInspect® eliminates the need for separate cameras and setups traditionally required for visual quality inspections. This approach significantly reduces inspection costs while addressing challenges like increased complexity and longer setup times. By performing multiple inspections within a single field of view, DeepInspect streamlines operations and enhances efficiency for manufacturers.

The Setup

    • DeepInspect 24.11

    • Industrial Controller (core- i5+GPU)

    • Industrial Machine Vision Lights

    • Allied vision Industrial Camera

    • Mitsubishi IO Module

    • Rejection System

gasket scope inspection

Conclusion

DeepInspect ensures 99.5% accuracy in gasket visual quality inspections, leaving no room for errors while minimizing labor dependencies and enhancing operational efficiency. Contact us today to learn how we can streamline your operations and elevate your quality control processes.

Let's Discuss How We Can Transform Your Operations!

FAQ’s :

What hardware is required for DeepInspect? Do we provide hardware?

DeepInspect uses readily available industrial-grade hardware to ensure high repeatability and long lifespan. We provide a basic kit to help you get started, which includes a controller, camera, lights, and a PLC.

What speeds does DeepInspect support?

DeepInspect supports inspection speeds of up to 1000 parts per minute. The final speed depends on various factors, such as the number of cameras, lighting, and other line conditions. If you have a requirement above 1000 PPM, please contact us.

What cameras do we support?

We support Area Scan, Line Scan, and Thermal cameras. Our software is compatible with industry-standard vendors like Basler, Baumer, Allied Vision, FLIR, and others.

What kind of defects can DeepInspect capture?

DeepInspect has successfully inspected over 1000 unique SKUs across automotive, pharma, electronics, and FMCG industries. Check out our [case studies](#) to learn more.

Curious to Learn More?

Download the full use case below!

Please Share Your Details

[contact-form-7]

The post Revolutionizing Gasket Quality With DeepInspect appeared first on SwitchOn.

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