Quality Control Using Visual Inspection Machines

Machine vision is a manufacturing sector that is growing very fast. The drivers of the growth feel that there is a need for the integration of industrial intent and vision. It is because of this that new vision techniques are emerging and this has led to the creation of amazing opportunities for all kinds of businesses.

It is never easy to explain machine vision, especially to a person who has never heard of it before, sometimes it takes a professional to make things clear. Some of the things that need to be understood include embedded vision, hyper-spectral imaging, as well as artificial intelligence. These are the aspects that can help us understand more regarding machine vision.

Industries Covered

Visual inspection machines are necessary for different industries. These include:

Military tools
Automotive industry
Printing
Pharmaceutical and medical
Machinery
Precision hardware
Plastic industry
Electronics and semiconductor
Packaging
Mining and metals
Silicone or rubber component

The Products Covered

Visual inspection system manufactures deal with different parts and they include smart cameras, smart sensors, machine vision cameras, compact vision cameras, lighting, frame grabbers, software system, lenses, accessories, and services.

Application of Visual Inspection Machine

Visual inspection systems are able to combine high preface processing of vision with the best technology to solve different kinds of quality control, identification, and automated inspection issues. They include:

Measuring Inspection

There are some vision systems that are great for offering accurate inspection results dimensionally and in terms of measurement.

Color Matching

There are vision systems that are able to provide different bits of color processing offering and enhanced image. These kinds of systems provide precision in terms of quality.

Pattern Recognition

These systems are perfect for the recognition of logos, features, shapes, and arbitrary patterns.

Pre-Processing Kind of Inspection

This is a very important aspect of visual inspection machines. This is the capacity to process an image beforehand. This means that the system can actually manipulate the image that has been captured so as to come up with a better enhancement and contrast before the image is processed.

Presence Verification

These kinds of systems provide reliable and high-speed option for checking the shape, the completeness, the position, the size, and the presence of different features. This is an important thing when it comes to verifying packaged goods, assemblies, and parts.

Surface Inspection

Integrated visual inspection machines should be able to pinpoint inclusions, discolorations, cracks, scratches, and contamination at very high speeds. For this reason, quality control is sorted out and at the end of the day; you can achieve the most superior products.

Manufacturers need these systems so as to maintain the highest standards in terms of quality for their finished products, sub-assemblies, and components. It is always important to go for state of the art, powerful and automated quality control machines, and systems. There are so many new generation options that are leading the way in the market today and they are better in so many ways. It is always a good thing to find something that is efficient, faster, and something that is integrated by the experts.

Python Language: Why One Should Learn It and How It Can Help

Many programming languages are used today, some are used, and some have gone obsolete. In the last few years, the programming scenario has changed drastically as developers and programmers are searching for more universal and approachable languages. This is the reason why Python language has become so famous recently. The Python community is growing bigger day by day as many programmers are now finding it to be one of the most user-friendly programming languages.

Python language has become so famous that every field and sector is now a user of it. Even though the other programming languages are not losing their fans, Python is increasing its fan base. Therefore, more and more people are now aspiring to learn Python. Some of the reasons why having a certification in Python can be helpful are discussed below:

Machine learning

Today, almost everything runs through algorithms, whether it is a search engine, social media, chat bots, virtual personal assistants, etc. These sophisticated algorithms are the result of machine learning and it has changed the entire technological scenario. With machine learning, the major programming language that is been used is Python, and one can find many libraries dedicated to machine learning only.

Big data

Python is used in data science the most and the professionals in this field are required to have expertise in this programming language. Though there are many other languages like Java, R, etc. which is used for data science, Python remains the favorite. This is because of the diversity it allows in automation technology, along with with the various framework and library available like NumPy, PyBrain, etc.

Web development

There are many websites these days like Reddit which are developed using Python language. The main reason why the Python programming language is used in web development is its speed and effectiveness. Using PHP developing a website can take hours, while using Python will take only a few minutes. Also, there are frameworks and libraries like Django and Flask which make the work much easier.

Community

One of the areas that programmers search for these days is the communities. In these communities, the developers and programmers can connect with others from any part of the world and can share their experiences and technologies. This helps them in learning new things about Python and how to solve various issues that may arise while coding.

Libraries

Libraries are really helpful when it comes to application and website development. One can find any kind of code. Python has a huge number of frameworks and libraries like Flask, Django, NumPy, Scipy, Pandas, Tensorflow, Keras, etc. One needs to concentrate on the logic and objective and the codes are easily available in the libraries.

Simple

Lastly, the biggest reason why programmers use Python is the fact that it is a simple programming language. It is a beginner user-friendly language as it does not require a lot of complex codes and syntaxes which are not understandable. Python has an easy and readable syntax and coding which makes its set-up and usage much easier.

Afterlife Bots – A Dead Man’s Petition

No, neither am I a Ted-famous Tech geek spiritual guru nor am I in contact with the afterlife. I am just fascinated by the buzzwords “Machine Learning” and “AI” and a little overwhelmed by the number of articles mentioning those words on my news feed.

I remember reading a line in a news article that “Bots are getting better at imitating humans”. Why not hire one and decrease workload by 50%. Well, I suppose we are working towards it.

Google recently announced that their AI-enabled assistant (with 6 voices) can book a hair-cut appointment seamlessly (Well I want a shave as well, and I want it to go and do grocery shopping handpicking the freshest tomatoes from the lot).

Jokes apart: kudos to the team of brilliant scientists, engineers, and others who are working day and night to make this happen.

Coming back to my original story.

Let’s start with Human life (and relationships) – Data Gathering

“Quite a digital world”. We are capturing and storing our personal life events as much as we can digitally (Thanks to social media, external hard disks, and pen-drives). Why not store our entire life in a 1000 Petabyte storage device. Capture every second – actions, events, habits, decisions, etc. Imagine if we can see and experience our parents’ childhood or see “What all Mahatma Gandhi did in his entire life”. Interesting right?

We all know how quickly robotics, machine learning, and AI are evolving.

What if we combine robotics, machine learning, and human life data? Can we create a human replica bot which would respond similarly, make decisions similarly, have similar habits basis the 1000 Petabyte data fed. All in all, can that bot be my replacement after my death?. Can it be my AFTER-LIFE BOT?

Literally, nothing can replace a dead human being. I was not fortunate to see my grandfather or meet him. But will my great grand/grandkids know about me? The answer is I do not know. We all are striving hard to leave a legacy behind us. Why not use robots and machine intelligence to duplicate ourselves. We do have ample amount of data to feed ~79 years (average age of human being) or ~2 Billion moments. Don’t you want your great grandkids to remember you after you are gone?

With a simple Google search, I got a news article mentioning “Mind Clone” – the idea of uploading the memories, thoughts, and feelings of a person into a computer. It mentions that the companies such as eterni.me, Gordon Bell’s MyLifeBits, and Terasem’s Lifenaut are all pursuing Mind Clone to help a person’s personality, work and relationships survive after death.