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This section provides an overview for ai visual inspection as well as their applications and principles. Also, please take a look at the list of 0 ai visual inspection manufacturers and their company rankings.
Table of Contents
AI visual inspection is the use of artificial intelligence (AI) to inspect the appearance of products or other objects automatically.
As an alternative to human visual inspection, devices such as cameras and sensors capture images of a product's exterior. AI algorithms then analyze these images to detect defects and anomalies. This process is typically performed at the end of the manufacturing process to enhance quality control.
AI visual inspection relies on advanced pattern recognition and image processing techniques. It can detect defects with very high accuracy and is often automated, enabling inspections that are faster and more consistent than those done manually. This improves manufacturing efficiency and the quality of the final products.
AI visual inspection is used across a wide range of industries. Some common examples include:
In automotive manufacturing, where part quality is critical, AI visual inspection detects defects such as scratches, dents, and color inconsistencies quickly and accurately. This enables early detection of faulty products and ensures the delivery of high-quality items to customers.
Since product quality and contamination directly impact consumer trust, AI visual inspection detects defects, discoloration, and foreign substances in food products. It can also verify package seals and labeling to ensure product integrity.
In electronics, where reliability is crucial, AI visual inspection detects issues such as soldering defects and missing components, enabling manufacturers to maintain high standards.
Connectors and plastic molded products are often produced in small lots with many variations. Visual inspection is a challenge in this field due to the diversity and volume of products.
AI inspection is an effective alternative, especially where manual labor deployment is difficult.
AI visual inspection uses different machine learning models:
One challenge with supervised learning is the need for many abnormal image samples. To address this, researchers are exploring the use of generative AI to create synthetic defect images and improve model performance.
AI visual inspection is increasingly replacing conventional visual checks and rule-based systems, where human-defined rules were used for inspections.
Several factors should be considered when choosing an AI visual inspection system:
Each AI method has strengths and limitations. Consider the shape, size, and surface of the inspection target, as well as potential types of defects. Select a system suited to these conditions.
Since detection depends on image quality, factors like lighting, camera placement, and equipment setup must be optimized. It is also important to integrate the inspection system into the workflow, enabling automated rejection of defective products.
The inspection system should adapt to changes in volume or product type, such as seasonal or custom products. Evaluate whether the system supports such scalability and whether the vendor offers adequate technical support.
High accuracy depends on training data. The more diverse and extensive the dataset, the better the AI model’s performance. Collecting and preparing quality data is therefore essential.
*Including some distributors, etc.
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36 products found
36 products
Pekat odstepny zavod
550+ people viewing
AI-based industrial visual inspection software PEKAT VISION Software for industrial visual inspection and quality assurance. It highly effectively...
Pekat odstepny zavod
570+ people viewing
Last viewed: 11 hours ago
PEKAT VISION AI Visual Inspection on Baumer VAX-50 Smart Camera The Baumer VAX-50 smart camera with PEKAT VISION provides a compact, easy-to-deplo...
Pekat odstepny zavod
480+ people viewing
Last viewed: 11 hours ago
Vision processor MX-G2000 suitable for industrial quality inspection (equipped with AI visual inspection software PEKAT VISION) The MX-G2000 visio...
Validge
390+ people viewing
Last viewed: 1 day ago
Automatic AI exterior inspection in the company is low at low cost Easy to develop just by reading the image This add -on product is Aurora ™ Visi...
pros cons Co., Ltd.
330+ people viewing
Last viewed: 22 hours ago
There is no need to collect defective products, and visual inspection AI can be used only with good products. Software that uses the latest AI tech...
Skylogic Co., Ltd.
360+ people viewing
Last viewed: 3 hours ago
EasyInspector2 is a general-purpose image inspection software for quality control, receiving inspection, shipping inspection, in-line inspection, a...
pros cons Co., Ltd.
280+ people viewing
Last viewed: 4 hours ago
This is an easy-to-use gate-type inspection machine that allows for flexible configuration changes. Features ■Appearance inspection that tells you...
Skylogic Co., Ltd.
460+ people viewing
Last viewed: 23 minutes ago
■Developed for the following sites ・I want to start using AI on a small scale: Standard packaged software is the basis, so you can "reduce time co...
2 models listed
Winsoft Co., Ltd.
180+ people viewing
Last viewed: 6 hours ago
■Improved AI black box Experience RoxyAI, a completely different visual inspection software that can pinpoint weak points by visualizing the learni...
Skylogic Co., Ltd.
410+ people viewing
Last viewed: 1 day ago
Easy AI counting on your smartphone or computer. This is an application that displays the counting results (number of pieces/pieces) just by taking...
2 models listed
AD STEC
750+ people viewing
Last viewed: 21 hours ago
"NAIT" is a deep learning image analysis software that can realize the introduction of an exterior test AI for industrial use. You can use deep le...
2 models listed
Skylogic Co., Ltd.
230+ people viewing
Last viewed: 2 hours ago
This is an AI visual inspection device that is equipped with quality learning and is useful for new production lines. It is palm-sized and can be i...
Cognex Corporation
240+ people viewing
Last viewed: 8 hours ago
■Summary VisionPro Deep Learning is an AI-based image analysis software specialized for complex applications. Rules-based algorithms automate tasks...
Sohobeebee Co., Ltd.
140+ people viewing
Last viewed: 1 day ago
■Do you have any of these problems? - Difficult to collect data - Lack of specialized human resources for DX transformation ・Difficult to change f...
Vigiotex Co., Ltd.
150+ people viewing
Last viewed: 6 hours ago
A cloud service that detects cracks, peeling, rust, etc. in concrete structures using AI, and quickly shares them within the company using a cloud ...
Vigiotex Co., Ltd.
160+ people viewing
Last viewed: 1 day ago
A cloud service that detects cracks, peeling, rust, etc. in concrete structures using AI, and quickly shares them within the company using a cloud ...
Vigiotex Co., Ltd.
170+ people viewing
Last viewed: 13 hours ago
A cloud service that detects cracks, peeling, rust, etc. in concrete structures using AI, and quickly shares them within the company using a cloud ...
Sohobeebee Co., Ltd.
130+ people viewing
Last viewed: 3 hours ago
■What is “totemiru”? This product uses image segmentation technology and allows training using only genuine products. It is a new AI model that can...
Dynabook Co., Ltd.
220+ people viewing
What is “Al non-conforming product inspection” and “Al worker motion detection”? ■Work quality improvement system cultivated at our own factory. Pl...
2 models listed
Toshiba Tec Corporation
150+ people viewing
Last viewed: 1 hour ago
■Main features This is a solution that uses AI to determine correct behavior in accordance with the “hand washing manual” recommended by the Minist...
Mitsubishi Electric Engineering Co., Ltd.
60+ people viewing
Last viewed: 17 hours ago
What is AI reinforcement inspection? ■Problems at construction sites Reinforcement inspection requires a lot of time and effort, from preparatory w...
Mitsubishi Electric Engineering Co., Ltd.
50+ people viewing
Last viewed: 1 day ago
■We help understand river conditions and provide information using images and water levels from normal times to floods. ・Achieve stable water leve...
JTG Co., Ltd.
70+ people viewing
Last viewed: 1 day ago
There are various issues surrounding visual inspections, and in particular, missing defects due to variations in judgment by inspectors can lead to...
JTG Co., Ltd.
80+ people viewing
Last viewed: 6 hours ago
Can be used on site ■You can see and feel the uniqueness of AI - Easy to understand even for people who are not familiar with AI. Unique visualizat...
