AI-based Visual Inspection and Integration with Deep Learning
Table of Content Why Vision-based inspection needs AI How Vision-based inspection can make good use of AI Using the Deep Learning Model Computer vision (also known as Machine Vision) is a growing field, and incorporating AI-based visual inspection is a great way to use the power of artificial intelligence. While human eyes may have difficulty […]
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What is CAD Automation and its Impact on Manufacturing
Running a manufacturing business is no child’s play. Amid cutthroat competition, manufacturers must develop innovative ways to stay afloat in the market by churning out well-made products, addressing rapid customer demands, boosting sales, etc. Often, time-consuming issues have been a setback for such businesses. The back and forth between engineering and sales teams have been […]
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Benefits of CAD Automation
Table of content CAD automation automates repetitive tasks CAD automation automates systems integration CAD automation helps in cost-cutting CAD automation boosts collaboration CAD automation helps Sales process CAD automation reduces the time We have read what CAD automation is and its primary contribution to the entire CAD model and product development workflow. CAD automation has […]
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Issues Faced in Industry 4.0
Table of content Issues Faced in Industry 4.0 The 21st century is the era of digital transformation where companies are trying to blend operations with automation information and data exchange. The amalgamation of cyber-physical systems, the Internet of Things (IoT), Artificial Intelligence, and cloud computing gave rise to a new generation known as Industry 4.0 […]
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Introduction to Industry 4.0
Backdrop Let’s admit it; the last three centuries have witnessed dramatic changes in global human living standards and development index, a lot more than the previous 1000 years of human history. The fact that technology and rapid industrialization could bring in such a massive transformation in the way humans carry out work or interact is […]
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Benefits of Industry 4.0
In the previous article, we read about what Industry 4.0 is, its basic principles, and the prime technologies that surround it. Industry 4.0 is another name for the fourth industrial revolution to run a recap, which is a continuation of the three earlier revolutions. Industry 4.0 is an umbrella tag that refers to immense changes […]
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New Product Development: Desktop tool vs on Cloud?
Desktop-based product or Cloud-based product? When developing a new product it is always a central question and now with more and more traditional desktop products are moving to the cloud it makes a lot of sense to give this question serious consideration. This article tries to go into details of various aspects that one has […]
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Optimization Problems and Techniques
Table of content Optimization Problems Linear and Quadratic programming Types of Optimization Techniques When discussing the mathematics and computer science stream, optimization problems refer to finding the most appropriate solution out of all feasible solutions. The optimization problem can be defined as a computational situation where the objective is to find the best of all possible solutions. Using […]
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What is Digital Image Processing
Table of content Types of Image Processing Digital Image Processing and how it operates Uses of Digital Image Processing Previously we have learned what visual inspection is and how it helps in inspection checks and quality assurance of manufactured products. The task of vision-based inspection implements a specific technological aspect with the name of Digital Image Processing. Before […]
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Image Processing Algorithms based on usage
There are many ways to process an image, but they all follow a similar pattern. First, an image’s red, green, and blue intensities are extracted. A new pixel is created from these intensities and inserted into a new, empty image at the exact location as the original. In addition, grayscale pixels are created by averaging […]
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