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​​Automated Part & Product Counting

​​Automated part counting can be time-consuming, error-prone, and hard to scale. Cognex machine vision systems solve these challenges with fast, accurate, and reliable counting, no matter the part shape or speed. The result: higher productivity, better quality control, and lower costs.​ 

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Cognex In-Sight 2800 vision system

​​In-Sight 2800 Series

​​Easy-to-use vision system with pre-trained AI for solving basic to intermediate-level processing tasks.

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Cognex In-Sight 3900 vision system

In-Sight 3900 Series

In-Sight 3900 is a high-speed AI machine vision system built for high-throughput production lines, with powerful computing and embedded AI for processing high-resolution images and advanced inspections.

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Built to handle the demands of automated counting

​​As the need for accurate, high-speed part counting grows, manufacturers need smarter, more reliable solutions that drive consistent results. Manual checks and traditional inspection methods often fall short on high-speed lines or in high-volume operations. Cognex machine vision systems provide fast, accurate, and adaptable automated counting to meet the demands of modern production across a wide range of industries.​

Here’s a sampling of industries where Cognex can elevate automated part counting. 

CPG: catch assembly defects in real time to keep production moving

Food and beverage assembly lines move fast, and missing or misaligned caps, shrink-wrapped tamper bands, or safety seals can halt production or trigger recalls. Traditional inspection and manual methods routinely miss subtle flaws, especially at high speeds, under poor lighting conditions, or due to complex packaging. Cognex machine vision systems detect assembly defects with precision in real-time to ensure product integrity, reduce downtime, and maintain compliance with safety standards. 

LEDs: maintain throughput and avoid costly miscounts  

​​In high-volume LED manufacturing, speed and precision are critical. Manual methods like weighing or visual counting are slow, error-prone, and unreliable, especially with lightweight pod boxes, leading to shipping mistakes and missed production targets. Traditional inspection systems often can’t keep up.  

​Cognex machine vision systems overcome these challenges by accurately locating and counting LED die patterns as small as 4x4 pixels, even in difficult conditions like variable lighting, high speeds, and inconsistent part presentation.​ 

Cognex vision locates and counts mini LEDs in a die

Electronics Solutions Guide | English

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Tobacco: Accurate counts, fast workflows, and confident fulfillment

In tobacco manufacturing, miscounts during assembly and packaging can lead to compliance risks, material waste, and costly rework. Cognex machine vision systems help eliminate manual errors and improve quality control throughout the supply chain.

  • Cigarette filters: High-precision counting systems from Cognex count over 4,000 filters per box with 100% accuracy, detecting defects across all filter types.
  • E-cigarette pods: Cognex machine vision streamlines pod counting by using object location technology to identify pods by logos or codes. This replaces manual weighing and counting, reduces errors, and enables real-time verification across full bins.
     

Cognex vision systems improve quality control with smarter counting 

From basic counting to advanced, AI-powered applications, Cognex vision systems keep up with evolving production needs. They pair powerful vision technology with easy setup and training, so you get fast, reliable results without needing deep technical expertise. With high-speed, high-resolution imaging, they automate object detection and counting with exceptional accuracy. And on-demand resources and global expert support ensure your counts are always on target.

Cognex vision locates and counts cigarette filters in a box

Tobacco Solutions Guide | English

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