If you are looking for a welding job in the US, you have come to the right place. Today, we are going to give you links to the top 10 latest welding jobs in the US. These US-sponsored top 10 welding jobs can change the life of a skilled welder. Let’s get started:
Marelli is looking for a full-time welder to perform semi-skilled assembly, machine operation, and general production/warehouse activity.
CSX is looking for a welder who can inspect and maintains all track structure and right-of-way (ROW) to specifications set by CSX Transportation (CSXT) and the Federal Railroad Administration (FRA). Directly supervises and develops track forces to ensure quality maintenance and safe work performance. Monitors all aspects of safety and overall track inspection and maintenance in assigned area of responsibility on a division. Leads and manages the personal safety and track safety processes and ensures policy compliance.
Ancient swords are the most effective weapons, symbols of splendid power, used over the centuries as offerings, in ceremonies for crowning, and as treasured objects for trade. Over the years, some of the ancient swords had been very famous.
Every culture has ancient stories related to heroes and their ancient swords. Here is everything you need to know about seven ancient swords from the world.
Zulifqar the ancient sword
This sword was first given to Prophet Muhammad(PBUH) by ALLAH. This ancient sword is famous because it was brought from Heaven by Jabraiel handed it to Muhammad. The sword has a unique shape of a v-type blade from the top which looks like scissors.
Later on, Muhammad (S.A.W) pass it to his son-in-law Ali bin Taib.
For the people in the middle east and those who are in Islam religion, this sword has a special place in their hearts.
This was considered the sword of the God of storms. Shinto kami used this sword when killing the serpent Yamata-no-Orochi. This story can be clearly seen in the Record of Ancient Matters. SusanO-O was always envious of his elder sister, Amaterasu sun goddess.
One day, he flayed a horse and threw its body into a weaving loom before excreting it on the floor of the palace. He was exiled for this act and found himself in the Izumo prince.
During the storm, god’s wanderings, he came across a couple grieving the impending abduction of their daughter Kushinada-hime. Their other seven daughters had already been taken and ruined completely. That eight-headed serpent Yamata-no-Orochi was the one who took their life.
SusanO-O, seeking revenge, agreed to kill Yamata-no-Orochi. He ordered people to make eight barrels of the strongest sake possible and place them on raised platforms with eight gates around them. The serpent came and drank the sake, while it was distracted and trapped by the eight gates, SusanO-O cut all the monster’s heads and tails.
The renowned Holy Roman Emperor had this special sword. It is the ancient swords that claim to have within them a part of the same spear that pierced Jesus as he hung on the cross.
Like every legendary sword, it’s said that no blade could ever match Joyeuse. It was rumored that the sword could turn many colors and that it was so bright that it blinded the enemies of Charlemagne(Roman Emperor) on the battlefield.
Masamune was the finest swordsmith in Japanese history. One of Masamune’s students was Muramasa, whose swords were always thought to be considered cursed due to the fact he wished for them to be used for lethal purposes. Muramasa challenged his teacher to a sword-making competition and created a blade that was so strong that it cut everything it touches.
Ancient sword owned by King Arthur of England. It is claimed to possess many magical powers and is often associated with the Sword in the Stone. Though, the two swords are generally considered separate. Its name comes from the Welsh word for “hard cleaver”.
Lady of the Lake gave Excalibur as a gift to King Arthur when he came to power. Its blade glows enough to blind its enemies, and is inscribed with “Pick it up” and “Throw it away.”
Seven-Branched ancient Swords
The Shinto shrine was built in AD 4, Located in Japan. It is famous because it houses a number of national treasures, which also include a legendary sword known as the seven-branched sword. An inscription on the blade reveals that the seven-pointed sword was gifted by Crown Prince Baekje (an ancient kingdom in the southwest of the Korean Peninsula) to King Wa, the ruler of Japan. The fragile nature of the sword’s limbs suggests that it was never used as a weapon, but served a ceremonial function.
It is the ancient legendary sword belonging to the hero of the Volsunga saga. A strange man went to her sister’s wedding and stuck her sword in a tree. Later it became known that the man was the Norse god Odin. He challenges everyone and declares that whoever draws this sword will bring them many victories. Sigmund is the only one who can pull it out.
Sigmund used the sword in many battles until it broke in half. He kept both pieces of the legendary sword and passed them on to his son, Sigurd as part of his inheritance.
A warrior named Regin comes to live with Sigurd to train him. Meanwhile, Regin tells Sigurd about the dragon Fafnir and asks him to kill the dragon to get his treasure back.). Sigurd finds Fafnir and kills him with one blow.
There are other stories about Grama, but this is the best known. Grama has been described in many ways.
This ancient sword is inserted excessively up in a rock in the clifftop village of south-central France. It’s almost 160km to the north of Toulouse in France, this iron sword has a lot of mythical origins. According to nearby people, the sword, known as Durandal, was given to Roland who has a prominent history in Roman and European tales.
Roland was the nephew of the well-known Holy Roman Emperor, Charlemagne. He was the finest of the Twelve Peers, who were the top warriors of the emperor’s court. Roland is known for the last stand at the Battle of Roncevaux, a real historic conflict that later romanticized into a prime conflict among Christians and Muslims.
The ancient sword Durandal turned into started to be imbued with extremely good powers. A lot in order that Roland tried to wreck it that allows you to save it from falling into the fingers of the enemy. It is stated that he flung Durandal into the air, wherein it magically landed wedged withinside the rock in Rocamadour, wherein it stays to this day.
Every historical sword has a story linked to it, and there are many factors that make a sword historical. It can be because of its shape, the person who had it, and the ancient myth about that sword.
What are the top welding skills needed to become a welding professional? There comes a time in every person’s life when they have to assess their interests and figure out a career that is meant for them. But the most important question that always pops up in their mind is, do they have the skills needed to pursue that particular career of their interest?
For instance, let’s say you’re considering a career in welding, but you have doubts about whether you have what it takes to become a good welder. The answer is not simple, but it is not quite as complex as you might think it to be. In this article, we will help you figure out that answer by listing the top skills needed to become good welding professional.
What do welders do?
The primary duty of a welder is to join metals together or fill and repairs holes in metal construction through the use of intense heat and gas.
The top most critical set of skills in welding are the physical ones. Being physically strong and able to handle some challenging workplace conditions are great skills to have because welding may be a physically demanding job. Depending on the nature of your work, you might be required to lift heavy objects weighing 50 to 100 pounds or more.
Due to the possibility of spending a considerable amount of time in one position while welding, as well as the potential necessity to work in inclement weather such as rain, snow, or other unfavorable conditions, both mental and physical endurance, will be very helpful. Some of the physical and mental skills needed are:
Good eye-to-hand coordination
Attention to detail/Concentration skills
Mental strength to learn new things
2. Mathematical skills
Proficiency in mathematics is a much-needed skill as welding requires you to be able to interpret sketches and read blueprints, calculate dimensions, and comprehend 2D and 3D designs. When you cut and trim metal to specific proportions, you will need reliable math skills to help you out.
3. Administrative skills
Similar to any other profession, the welding profession also requires good technical skills. Welding might lean more towards a physically demanding profession, but it is without a doubt that administrative skills are also direly needed. Some of the administrative skills needed are:
Good communication skills
Planning and Implementation
4. Technological Skills
Welders work on many different types of projects, and the duties they perform depend on the specifics of each project. As a professional, you need to have strong technical abilities and knowledge about a wide range of tools and devices, the skills to recognize which piece of equipment is best for specific work, and use it effectively to finish it. Also Read: Necessary Welding Tools
People weld all the time but some of them turn out to be the nightmare of thier lives. These welding books can change your welding life and every welder should give them a read once in their lifetime. These books and step by step guides are also very friendly for beginners welders or those who are not even very familiar with welding but want to give it a try. These are the best welding books out there any welder can find out. Lets get started with the list:
Watch Repair for Beginners: The New Essential Illustrated Handbook on Horology to Learn the Basics of Watch and Clock Repairing:
Here’s just a little of what you’ll discover inside:
An Easy-To-Understand Introduction on Watches and What Makes Them Tick
Essential Tools and Equipment For DIY Watch Repair (That Won’t Break The Bank!)
13 Common Watch Issues and How To Fix Them – Including Some You Might Never Have Thought of
A Full Step-By-Step Plan To Walk You Through a Watch Repair
Detailed Illustrations To Supplement Your Learning and Avoid Confusion
One of the top welding books was published back then on amazon. Whether you’re a complete beginner or an experienced welder who wants to learn more, Farm and Workshop Welding provides a wealth of useful shop-tested advice. Discover everything you need to know to learn hands-on welding, and start repairing and creating metal equipment and structures, with practical instructions for:
You’ll find practical advice on every popular kind of welding, including stick, tig, mig, fluxcore, and even oxyfuel cutting. You’ll also get tips on the ideal welding techniques to choose for specific projects. The book shows you how to:
Find the required training for welding certifications
Use brand-new welding technologies, including laser techniques
Practice critical welding techniques you can use in your own hobby shop while staying safe
Learn to Weld: Beginning MIG Welding and Metal Fabrication Basics:
Learn to Weld starts with the basics: setting up your studio, the right safety gear and safety procedures, and the equipment and materials you will need to begin with welding. With the help of step-by-step metalworking photos and tutorials, you will learn detailed techniques for cutting and grinding, and for joinery using a MIG welder. The book also contains a complete index for easy troubleshooting and quick reference.
Did you know how much welders make per year? This article will blow your mind!
Best tips for welders book: Step By Step Guide on How to Start Welding as A Complete Beginner
The basics of welding, including what it is, the different types of welding and their applications
Different types of welding machines and their uses
Essentials welding tools that are must-haves before you begin welding
How to go about choosing the ideal welding location and the requirements that your welding space must have
Exactly how to choose your welding table and the welding machine that is suitable for you and your projects
Welding safety practices that you must adhere to
Essential tips for welding beginners to guide you through as you start
How to know that your welding is spot on
Amazing beginner-friendly projects to help you put your skills into practice
And so much more!
Even if you have never welded before and have no idea what an MIG machine is, this book will teach you everything you need to know about welding from scratch until you can make your very own out of this world, useful welded projects!
The TAB Guide to DIY Welding: Hands-on Projects for Hobbyists, Handymen, and Artists:
Everything you need to know about MIG welding is here in one handy resource.
This is one of the best welding books ever written. You’ll learn what steel is made of and the principles behind electrical welding. Then you’ll learn how to acquire new steel, how to interface with steel suppliers,and how to find your own salvaged steel. This is a one of the various welding books every welder needs to read for a better practical welding experience. After the basic principles of metalworking, hand and power tools arecovered–and they’re put to use through hands-on projects that allow you to develop new welding skills and establishbuilding blocks for future tasks. By the end of the book, you’ll be able to create successful metal projects on your own, like a pro!
Illustrated instructions with photos and drawings provide step-by-step procedures and clear explanations
Projects include useful items for around your home andgarden, including a log holder, plant stands and tables, arolling garden cart, and a barbeque grill
Easy-to-follow examples and explanations for beginningartists, DIYers, and hobbyists
Expert advice from an experienced teacher of MIGwelding courses
Course supplement for classroom and shop instruction
A list of online and local resources to help beginningmetalworkers access a metalworking community
These 8 must-have premium gadgets for welders will change your welding life. It has also been said about these toys that every welder wants to lay his hands on these tools. These necessary welding tools are every welder’s dream. You can buy these products at amazon store with a special discount using the link given below each product description!
Let’s get started with the list of these amazing gadgets:
1.Viking 2450 Black Welding Helmet
About this item:
PREMIUM OPTICS – The 2450 Series features the exclusive 4C lens technology which creates a crystal clear, true color view of the arc and puddle. This enhances your control and increases weld quality while reducing eye strain.
LARGE LENS – The 9.3 square inch auto darkening lens provides a large field of view to offer enhanced application versatility, increases productivity and also has added safety benefits.
SUPERIOR COMFORT – The one-of-a-kind X6 Headgear contours to the operator’s head to evenly distribute weight across six key contact points. This improves balance, eliminates pressure points and provides a personalized fit for maximum comfort.
INCREASES PRODUCTIVITY – Innovative low-profile external grind button allows you to quickly switch between weld and grind modes without having to remove the helmet or your gloves.
There are many types of welding that are being used in the industry now. Working with metal is both energizing and enabling. As the sparkles fly and the intensity turns up, welders can change a portion of the world’s most grounded materials into the shapes and items they imagine. This ability requires work and practice to get, and it’s best educated with the help and direction of industry experts. Today, we will explain in details with visuals the 4 most widely used ways of welding.
Getting familiar with everything of another exchange can time consume. You really want to get comfortable with the whole working interaction beginning to end and dominate each level prior to continuing on. This scrupulousness makes an incredible welder and a more flexible possible representative. There are four significant sorts of welding methods that understudies at Lincoln Tech should learn to become effective welders working in the field. Lincoln understudies have the interesting an open door to get complete involved preparing from field-experienced educators. With direction from probably the most incredible in the business, understudies will dominate the four most well known kinds of welding strategies. You will get to know about 4 types of welding in this tutorial.
4 Most Widely Used Ways of Welding:
Gas Metal Arc Welding (GMAW/MIG):
This types of welding is likewise alluded to as Metal Inert Gas (MIG). It utilizes a safeguarding gas along the wire cathode, which warms up the two metals to be joined. This technique requires a consistent voltage and direct-current power source, and is the most well-known modern welding process which incorporates plate and huge drag pipe.
The GMAW/MIG welding process uses four primary methods of metal transfer:
Globular transfer creates a harsher weld dot because of metal bead size and the inclination for scattering. This technique is helpful for welding thick metal plates in level positions.
Shortcircuiting functions as the name suggests – the welding wire contacts the base metal in an immediately continued tapping strategy all the time. Since little splashing is created simultaneously, this strategy can be utilized in any welding position.
Spray Transfer sends small beads of liquid metal in such a consistent style that it keeps in touch bend weld during the cycle. Despite the fact that this strategy creates little splatter, it is ideal to use on even pieces that are thick and level.
Pulsed Spray is basically the same as Spray Transfer, yet utilizes a high-low current heartbeat to permit miniature cooling periods. As a result of this kind of conveyance, this cycle can be utilized on a wide assortment of metal plate thicknesses, and in practically all welding positions. Note that when we utilize the expression “cooling” while portraying beat splash, the snapshots of lower voltage that give a cooler weld are as yet a few thousand degrees Fahrenheit. It is simply viewed as cooler comparative with the high-voltage part of the cycle. All welding utilizes outrageous temperatures.
Gas Tungsten Arc Welding (GTAW/TIG):
Welding together thick areas of tempered steel or non-ferrous metals is the most well-known use for this technique. It is a curve welding process that utilizes a proper consumable tungsten cathode to create the weld. This interaction is significantly more tedious than MIG, Stick or Flux Cored Arc Welding.
The dissolving point of non-ferrous metals fluctuate significantly. So care should be taken in recognizing the creation of the base metal. Impeccable Endlessly steel both contain Iron, be that as it may, to be viewed as Stainless Steel, the metal should contain no less than 11% Chromium. Carbon Steel dissolves in the 2,600 to 2,800-degree F range.
This type of welding occurs when the presence of 11% chromium in treated steel limits that temperature reach to the 2,750+/ – degree F mark. Yet, nothing shows welding abilities more than the mind boggling capacity to TIG weld aluminum. This expertise takes a consistent hand, prepared eye, and an imaginative touch to make a smooth, astounding weld.
With this specific sort of welding, the welder follows a manual course of stick welding. The stick utilizes an electric flow to frame a curve between the stick and the metals to be joined.
This is many times utilized in the development of steel structures. And in modern manufacture to weld iron, steel and utilizing the open V-Groove while welding with gentle steel pipe.
There are many types of welding. The welder should have the option to weld to a level in which their work can pass a disastrous kind of twist test. While protected metal curve welding is utilized to join carbon steel, alloyed prepares, hardened steel, cast iron, and pliable iron, it can likewise be utilized for a few non-ferrous metal applications like Nickel and Copper. It is seldom utilized on Aluminum.
Complete guide on how to become an underwater welder:
Flux Cored Arc Welding (FCAW):
There are many types of welding overall. This was created as a choice to safeguard welding. The self-loader circular segment weld is in many cases utilized in development projects. Because of its high welding rate and movability. This technique has numerous factors making it material in an assortment of welding projects. Factors frequently rely upon the model of welder being utilized, and what sort of wire was picked for the application.
The adaptability is widened by the many working points, voltage levels, extremity utilized. Because of the capability of quicker welding speeds, the recently joined metal cools faster. On the off chance that the welding professional is utilizing a transition cored wire, the person in question should be watching out for porosity in the welded joint.
Motion Cored Arc Welding is best utilized in either outside settings or under modern ventilation hoods, because of how much smoke and vapor is made during the welding system.
Essentially, Google Sheets describes data as a series of columns and rows. Nevertheless, while this can be an excellent way to visualize data, it’s not necessarily attractive. The dot plot in google sheets can help you visualize your data in a very appealing and understandable way.
Google Sheets has some “infographic”-like features that help you visualize information. If you are familiar with reporting features in other software systems, you probably know the basics: pie charts, bar charts, and scatter plots.
But Google Sheets doesn’t have a built-in way to create a scatter plot. Since Google doesn’t have a scatter chart spreadsheet feature, you will need to create your own chart. Luckily, we’ve created a comprehensive step-by-step guide on ways to create dot plots in Google sheets.
So, how do you create dotted cells in Google Sheets?
In a dot chart (also called a dot plot), which is one of the simple statistical graphs, we use points to visualize data.
Two similar charts available for this chart in Google Sheets are Scatter and Bubble.
From there, we can create a dot plot using scatter charts.
So, how do we go about this?
First, we need to present the data in a completely different way. So a scatter plot looks like a dot plot. So how do we formart format the data?
We can format data with formulas and create point plots using scatter plots charts in Google Sheets.
In this post, you will find all the necessary formulas and instructions to create your own dot plot chart using Google Spreets.
Google Sheets Dot Plots Examples
Based on your data, it might be necessary to create dotted cells in with a different format.
Putting that to consideration, here are two examples.
The formula we might want to use depends on the type of data that we will use to create the dot plot chart.
Example 1: A Dot Chart Where The Y-Axis Is Not Neccessary
This chart type is ideal for displaying research data (two-dimensional distributions/ratios).
In the first example, I have gathered the following data showing how long it takes researchers to solve a statistics problem.
The data above is C4:D14 in the spreadsheet.
Here are step by step guidelines for creating a dot chart/scatter plot in Google Sheets.
Example 1: Data Formatting Guide; Dot plot in google spreadsheets
1. In cell F4, enter the following array formula to copy the values from C4:C14 to F4:F14.
Also, you can copy and paste (Ctrl+C, Ctrl+V) values from C4:C14 to F4:F14. However, later, updating any value in the range C4:C14, it will not be reflected in the chart.
2. In cell F5, enter the series formula below and drag it to F14.
= sequence(1, B2: B11)
The outcome will resemble this:
Example 1: Dot Plots Creating Guide
1. Select the range F4:L14 and go to the menu “Insert” and then select “Chart”.
2. Select the “Scatter” chart type from the resulting drop-down menu.
3. At this point, you shouldl see a dot plot (Draft) in Google Sheets as shown below. Double-click the legend icon and use the “Delete/Backspace” button on your keyboard to do away with it.
4.Alternatively, you can “erase” the checkmarks on the Y-axis. You cannot remove it. Changing the text color to white will hide it.
So, why is y-axis scaling unnecessary?
This is because we only want to count the points on the vertical axis.
For example, look at the checkmark 6 on the x-axis in the image. Only points are counted. You will see that the number of dots equals 4.
This means that each of the 6 researchers spends 4 minutes solving their own math problem.
More so, you will observe that the points (sequence points) on the graph are equidistant.
To mask the vertical axis values, choose Vertical Axis > Text Color in the Graph Editor’s customize panel.
Then the scatter plot filled in Google Sheets with the above sample data will be displayed as follows.
With that in mind, let’s move on to example 2.
Example 2 – (requires Y-axis scaling); Dot plot
This type of chart is suitable for building comparative (time-varying) data.
In this example we shall consider sales of two products in the first quarter (January to March).
Here, I’ll use three formulas to format the above data to fit in dot plots in Google Sheets.
Note that formulas and data formatting are not even remotely related to our first example. (Example 1)
The reason is that the two data types that create a scatter plot/Dot Plots are different.
Let’s view the guideline.
Also, check out this amazing innovation by AWS:
Example 2: Data Formatting Guide; Dot Plot
Our example 1 data above is in the range B4:C7. If so, enter the formulas below into cells F5, G5, and H5, respectively.
The formula in F5 will be:
This formula generates consecutive numbers from the smallest value in the range B5:C7 to the largest value in the range B5:C7.
This means that the formula will generate values from 4 to 20 in ascending order.
A guide on detecting rotten fruits using image processing in Python:
Introduction to Detection of Rotten Fruits(DRF):
Freshness provides one of the essential characteristics for consumers. Consumers prefer fresh fruits rather than rotten ones when it comes to hygiene. An efficient fruit detection system is required to facilitate humans. So, for the easiness of people, this desktop application is proposed, named “Detection of Rotten Fruits (DRF)” by using Artificial Intelligence and Computer Vision. DRF is a desktop application for detecting rottenness in fruits that can be used to indicate the fruits according to their rottenness. Evaluation of fruits relies on the availability of fruit’s images which are stored in a trained model.
This report describes how; through Convolutional Neural Network (CNN) we can find rottenness in fruits. This document will also describe how the system will take input as an image and provide output in the form of accuracy through CNN. This concept will solve the issue of rottenness without using any sensors and extra machines. This idea could be the best-fit solution. It can be used by common people too.
Fruit Detection Using Image Processing:
This report document explains how we can find rottenness in fruits through Artificial Intelligence (AI), Computer Vision (CV), and Convolutional Neural Network (CNN). Nowadays, Artificial Intelligence (AI) is an emerging technology; it is not only part of computing sciences, but it is becoming the basic need of the living population. The primary grounds of this project are to bring a system that can easily detect the rottenness of fruits and evaluate the accuracy of the rottenness of fruits through the camera and classify whether the fruit is rotten or fresh according to the accuracy of their rottenness/freshness.
Background Survey of Fruit Detection Using Image Processing
The human eye can detect or analyze the rottenness of fruits, but it is difficult. So, for the easiness of people, we want to develop a desktop application named “Detection of Rotten Fruits (DRF)” by using Artificial Intelligence, CNN, and Computer Vision. The purpose of DRF is to detect and evaluate the accuracy of the rottenness of fruits through the camera and classify them according to the accuracy of their rottenness.
Problem Statement of Fruit Detection:
The human eye can detect or analyze the rottenness of fruits, but it is difficult. So, for the easiness of people, we want to develop a desktop application named “Detection of Rotten Fruits” (DRF) by using Artificial Intelligence, CNN, and Computer Vision. The purpose of DRF is to detect and evaluate the accuracy of the rottenness of fruits through images captured through cameras and classify them according to the accuracy of their rottenness.
The problem caused by the uncertainty of rottenness of fruits can be overcome by this creative rottenness detector application without any chemical treatment which could damage the nutritional value. We aim to develop this desktop application, especially for the Pakistani nations, as we talk about the developed countries, they already have expensive gadgets for the detection of fruits, and our nation cannot afford those costly gadgets and sensors. Thus, this project will help not only help sellers but also buyers for knowing the rottenness of fruits.
Scope of Fruit Detection Project:
The problem caused by the uncertainty of rottenness of fruits can be overcome by this creative rottenness detector application without any chemical treatment which could damage the nutritional value. We aim to develop this desktop application, especially for Pakistan, as we talk about the developed countries, they already have expensive gadgets for the detection of fruits, and our nation cannot afford those costly gadgets and sensors. Thus, this project will help not only help sellers but also buyers for knowing the rottenness of fruits.
What are the Limitations of Fruit Detection?
This study is limited to:
– The Evaluation of fruits relies on the availability of fruits images which are stored in the trained model.
– New fruits cannot be detected and recognized unless the model is re-trained with the new dataset.
– The DRF is a desktop application and mobile phone don’t support it.
– Now, it cannot detect multiple fruits at a time.
This project has developed an approach for the problem, to find the rottenness of fruits’ & evaluate the accuracy of rottenness in fruits present in the image which By using Convolutional Neural Network (CNN) and CV techniques, DRF provides the accuracy of an image captured via the camera.
RESEARCH STUDY: FRUIT FRESHNESS DETECTION USING CNN:
This paper has proposed the Fruit Freshness Detection Using CNN Approach to expand the accuracy of the fruit freshness detection with the help of size, shape, and colour-based techniques by associating Convolution Neural Network (CNN). The framework starts the method by tapping the fruit’s picture. At that point, the picture is moved to the filtration level where the properties like size, shape, and colour of fruit tests are pulled back .
Research Paper: Fruits and Vegetables Quality Evaluation Using Computer Vision:
The goal of this paper is to give a practically identical overview of computer vision and image processing methods in the food business and furthermore image features, image descriptors, and quality analysis of fruits and vegetables on the basis of colour, shape, size, and surface and the sort of infection present. Wide strategies for example KNN, SVM, Artificial Neural Network (ANN), and Deep Learning/Convolutional Neural Network (CNN)  This article will give you how to detect rotten fruits using python.
Research Paper: CNN-Based Model for Fruit Detection and Grading:
In this paper, they are taking the instances of apples. Detect rotten fruits using python with the help of amazing python image processing libraries. Li and M. Zang in 2000 had the option of apple shading with the assistance of hereditary neural organization calculation with 90% precision. Mahjong et al. in 2019 built up the framework which can review apples with the assistance of neural organization and hereditary calculations which give the exactness of 91.67% so The framework will chip away at single shot multi-box discovery which implies that it can review different apples which are available in an edge
Literature View analysis that has been done concerning the challenges faced in the agricultural business in Pakistan and how DRF is going to overcome these challenges and issues. A technical overview is provided that covers the technology of computer vision and CNN. This part attempts to develop a comprehensive analysis of how these visual features are applied to the human perception that can assist to identify at which percentage the fruit has decayed.
We gathered our dataset from Kaggle  and then classified it into two classes named Rotten Fruit and Fresh Fruit.
We have been looking for different solutions and CNN is the best-fit solution we have found. Convolutional Neural Networks (CNNs) are a group of Artificial Neural Networks that are applied unremarkably to tasks such as object detection and classification in the image process. It includes multiple layers that assist in classification and detection. The property assesses Convolutional Neural Networks: Propagation time, which is the time it takes for the classification of an image, and precision, which is how precise the prediction is. CNN image classification takes an input image, processes it, and classifies it according to certain categories.
We used the 3-layered CNN model in order to attain better accuracy.
EXPERIMENT AND RESULT
Experiment: The dataset for the experiment was collected through Kaggle and It was classified into two classes named Rotten fruits and Fresh fruits. Each class is further divided into two categories as Train and Test so the complete dataset was used for the implementation of the CNN model. We used 67% data for training and 33% for testing.
Result: The proposed idea includes the detection and classification methods by using CNN and Computer Vision techniques. App utilization contains a series of steps. Firstly, the Image can be selected either by capturing through a camera or can be directly selected from the device by using choose from files button. Upon pressing the calculate button result will be shown of that particular image so the result will show that either the fruit is Rotten or Fresh within its accuracy.
The main reason to propose this idea is to replace the manual assessment which makes us well aware of the fact that with the agricultural revolution, People are more concerned about their health and prefer to use fresh fruits for their diets but in the past, sensor-based machines were being used to detect the rottenness of fruits whereas DRF is a desktop application that is going to solve this issue without using any sensors and additional gadgets.
This project explores the classification of rotten fruits based on a dataset gathered from Kaggle. The accuracy and loss curve was generated by using various combinations of hidden layers and models of CNN. The applications in the play store are not providing accurate results but DRF shows the 90% accuracy of the rottenness of fruits, among 10 images every 2 images may not be classified properly. That’s how you can detect rotten fruits using python.
Code of Detect Rotten Fruits Using Image Processing Python:
. Harsh, K. K. Jha, S. Srivastava, A. Raj, and S. Raghav, “Fruit Freshness Detection Using Cnn Approach,” no. 06, pp. 456–463, 2020.
 A. Bhargava and A. Bansal, “Fruits and vegetables quality evaluation using computer vision: A review,” J. King Saud Univ. — Comput. Inf. Sci., 2018, doi: 10.1016/j.jksuci.2018.06.002.
 M. K. Singh, “REVIEW PAPER ON CNN BASED COMPUTER VISION,” no. 08, pp. 1367–1371, 2020.
 Z. Du, X. Zeng, X. Li, X. Ding, J. Cao, and W. Jiang, “Recent advances in imaging techniques for bruise detection in fruits and vegetables,” Trends Food Sci. Technol., vol. 99, no. June 2019, pp. 133–141, 2020, doi: 10.1016/j.tifs.2020.02.024.
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This list brings you the best accounting softwares you need to have in 2022. As we all know, QuickBooks is one of the best accounting software. As an accountant, you must deal with multiple softwares on a daily to manage your client’s needs. This article brings you the Top 3 Softwares which the accountants can use in their day-to-day operations in order to thrive in the work they do.
Intuit has integrated several web-based features into QuickBooks, including remote access capabilities, remote payroll assistance, and outsourcing, electronic payment functions, online banking and reconciliation, mapping features through integration with Google Maps, marketing options through Google, and improved e-mail functionality through Microsoft Outlook and Outlook Express. For the 2008 version, the company has also added import from Excel spreadsheets, additional employee time tracking options, pre-authorization of electronic funds and new Help functions. In June 2007, Intuit announced that QuickBooks Enterprise Solutions would run on Linux servers, whereas previously it required a Windows server to run.
Zoho CRM was released in 2005, along with Zoho Writer, the company’s first Office suite product. It’s Projects, Creator, Sheet, and Show were released in 2006. Zoho expanded into the collaboration space with the release of Zoho Docs and Zoho Meeting in 2007. In 2008, the company added invoicing and mail applications, reaching one million users by August of that year.
In 2009, the company was renamed Zoho Corporation after its online office suite. The company remains privately owned.
In 2017, Zoho launched Zoho One, a comprehensive suite of over forty applications. As of October 2021, Zoho One has been expanded to 50 applications.
Zoho reached more than 50 million customers in January 2020.
Founded and headquartered in Newcastle upon Tyne, United Kingdom, the company has grown organically, through acquisitions and, more recently, through subscription services.
In June 1991, Sage Group moved into their first dedicated headquarters building, Sage House, in Benton, Newcastle upon Tyne, having previously been located in the Regent Centre office park. In 2004, the company completed their £50 million headquarters in the Great Park area of Newcastle upon Tyne. In 2021 Sage’s Newcastle headquarters moved to Cobalt Park.
The AWS in the health care industry has a very deep impact on the innovation of our daily lives. The world is changing now; everything is just a click away. Many people have taken advantage of online sites which help you grow your business. Amazon is one of the technological companies which has helped its users and sellers in many ways. AWS, Amazon Web Services, is a good initiative and developing cloud computing platform initiated by Amazon. It provides infrastructure as a service, platform as a service, and packaged software as a service. Provides developers with more than 170 AWS services so they can access them from anywhere when they need them.
How does it work?
Amazon Web Services was launched in 2006 from the internal infrastructure that Amazon had built to tackle its online operations. AWS was one of the first companies to initiate a pay-as-you-go cloud computing model that provides users with computing, storage, etc. AWS offers many services, solutions, and tools for enterprises and software developers that data centers can use in around 190 countries. AWS services can be used by private organizations, nonprofits, government agencies, and education institutions. Many companies like Facebook, Twitter, Netflix, and BBC also rely on AWS.
AWS services are divided into different categories, each service can be composed in different ways based on the users’ needs. Users would be able to see configuration options and server maps for an AWS service.
Amazon Web Services are comprised of more than 100 services. Those services include;
For instance, Adobe builds and updates software without relying on IT teams. It provides its services by offering multi-terabyte operating environments to its customers. By implementing its services with Amazon services, Adobe has easily integrated and operated its software.
AWS provides data storage for archiving data. People who want to start a business can host their websites in the AWS cloud. AWS makes it easier for gamers across the world to experience the best online gaming with AWS. A feature that makes AWS stand out from other cloud services is the ability to launch e-commerce, SaaS application, and scale mobile. API-based code on AWS can enable companies to build scalable applications without compromise, without requiring any operating systems or other systems.
Healthcare has not been spared from the technological evolution. It would not be wrong to say that technology has proven to be the new standard of healthcare as it provides software, applications, cures, and tests which were once a vague imagination. Healthcare and life sciences organizations are moving towards digital transformation to reduce the cost of care, improve collaboration, and operational decisions, and enable faster development of new therapies and treatments.
AWS health provides progressing visibility into your resource performance and the accessibility of AWS services and accounts. You will use AWS wellbeing events to remember how benefit and asset changes can impact your applications running on AWS. AWS Wellbeing provides important and timely information to help you manage events ahead of time. AWS Wellbeing also makes a difference in being aware and preparing for planned exercises. The feature provides alerts and notices triggered by changes in the status of AWS assets, giving you near-instantaneous insight into events and directions to help speed up your search.
Furthermore, the tools are designed to address a variety of needs, it includes analytics and AI/ML, experienced physicians, clinical system, medical research, finance and operations, and core healthcare IT. AWS Health Dashboard is available to all AWS customers at no additional cost. The dashboard requires no configuration and is ready to use for authenticated AWS users.
AWS Health Care Technologies
Medical Gadgets and Devices
Medical gadgets and devices have always been known to be expensive and limited. Sometimes, even the access to such high-end gadgets becomes real trouble for well-maintained medical facilities. Either the products tend to be costly or unavailable in a certain region. However, AWS healthcare believes in “Remove the friction that stands in the way of innovation” and lives up to its statement. It provides an opportunity for product owners to showcase their devices and gadgets. If their idea is innovative as well as effective, that would help patients, institutes, or companies to rely on more accurate and newer gadgets. It would not only bring innovation to the field but also provide instant, cost-effective and accessible healthcare products just a click away.
Every patient forgets half of the ailment if the healthcare provider communicates and explains their illness with care and attention. Patients like to be heard, want to understand what specific phenomenon in their body is causing such distress, and need to know the ‘perfect, instant’ cure. For the sake of this satisfaction, people tend to spend hundreds and thousands of dollars in search of the best medical advisor and healthcare provider but unfortunately, end up in disappointment. Although, AWS believes that “‘Focus on the patient. AWS is how”. AWS Healthcare focuses on the well-being of its customer and provides a secure, reliable, and custom cloud platform that connects you to renowned and specialized healthcare providers. The AI disease detector is one of the patient-centric approaches which is revolutionizing the medical industry. It also delivers a safe space to the providers so they can develop personalized care strategies for the patients. There are 2500 security controls available for the providers as well as the customers so the human administrative tasks are minimized and the human element of care stays in the limelight.
In a life-or-death situation, a wise decision taken in minutes and seconds can help save a life. Sometimes, no matter how experienced a healthcare provider is, he/she needs to rely on the latest on-hand technology to execute that wise decision. AWS provides a solution to it by providing a HealthTech platform where intelligent IT and AI developers can create a reliable mode of lifesaving technology. Through extraordinary cloud management, AWS focuses on critical services that enable IT, experts, to provide a 360 view of the patients’ health. It allows for building new products that can be accessed anywhere at any time through AWS’s extensive global infrastructure.
Genomics and AWS
Genomics is one of the most grinding fields of medicine that needs precision and accuracy to diagnose, encode and decode various genes. It involves repetitive tasks, observations as well as very large data handling. AWS has now come up with a solution that provides more focus on scientific discoveries and precision medicines as compared to spending hours on data handling or redundant tasks. AWS claims to ‘accelerate genomics discoveries’ by providing 40 petabyte-scale open datasets which eventually leads to breakthrough research. Furthermore, it also enables the consumer to choose the efficiency and cost of the optimized genomics data processing. Lastly, it translates raw sequence data into clinical applications.
Source: Amazon Web Service
Biopharm and AWS
Biopharm indeed is a life-changing therapeutic industry that needs innovation more than ever. It lets pharmaceutical companies create, discover, and develop drugs and medication at the private and public levels. To streamline and revolutionize Biopharm, AWS has introduced a platform where organizations can unlock the modern future of therapeutics. The platform provides high-end performance, computing, and a comprehensive machine learning platform. It lets the user choose credible recruits and partners, secure research, and the process of manufacturing. In short, it brings products to market faster and conveniently by providing the right tools and cloud systems.
Source: Amazon Web Service
How AWS Technologies are Helping in Health Care Industries?
Children’s Hospital of Philadelphia
One of the fine examples of Amazon Web Services technology helping in health care industries is the Children’s Hospital of Philadelphia, CHOP. CHOP is now using AWS-powered Data Resources to enhance pediatric research. The organization realized that the data handling was now turning into an out-of-control situation that needed self-handling mode so the prime concern of CHOP would be its patients.
They built Gabriella Miller Kids First Data Resource Center (KFDRC), by using AWS which enabled them to combine interdisciplinary, clinical, and medical research, and imaging data availability of the children across the globe. Allison Heath, the Director of Data and Technology Innovation at CHOP claimed, “All of our systems is currently built on AWS…We went from zero to managing a few petabytes of genomic data within a year using this setup.”
The potential benefits KFDRC received by using AWS Healthcare are;
Access to clinical data for the research community
Provides visual synthetic data analysis to the researchers
Meets FHIR standards
Stores data of unique genomic variation
NHS Digital, United Kingdom and Pandemic
Pandemic was one of the greatest challenges in the field of medicine in the 21st century. With the growing number of death tolls as well as affected people every single day, data handling became a strenuous task. That is when NHS or National Health System, United Kingdom decided to go digital with the help of Amazon Web Services. NHS Digital has some products that are for the public such as NHS app NHS.uk website which has huge international use. Other products are used by central staff or clinicians like emergency care units or 111 call centers. The rest underpins many local and national platforms used by NHS on daily basis. Gladly, Amazon Web Services’ customized infrastructure helped them handle heaps of medical data, digital products, and services at an extraordinary rate in response to the pandemic. Sarah Wilkinson who is chief executive officer at NHS Digital says, “There is so much more energy and ambition for digital transformation within the NHS now than there was a year ago…here is a level of confidence about the journey ahead that is incredibly exciting,”
Change Healthcare and Dynamic Adaptability
Change Healthcare is one of the largest healthcare administrative networks in the United States of America. Over 340,000 physicians and 60,000 pharmacies participate in this network. With the help of AWS, Change Healthcare uploads its essential data to the cloud via easy integration and customized infrastructure. Due to dynamic adaptability, the servers can be recreated and removed by coding by the IT specialists at the institute.
Source: Amazon Web Service
The officials believe that creating a program that would handle such enormous data in traditional style would be costly and would take forever to reach the standard set by AWS. “By utilizing AWS products and services we have a strategy over the next couple of years to reduce overall dataset footprint by around eighty percent,” says TorstenKablitz, Vice President of IT at Change Healthcare.
NSW Health Pathology
North-South Wales Health Pathology, Australia, was quick to move to Amazon Web Service due to an unfortunate pandemic, COVID-19. With the help of Amazon Redshift, which is a fast data handling and running analytics, NSW Health Pathology was able to provide 4.25 million test results in a day.
It is popular among people as it is fast, free, requires no app, and is reliable. One can connect via just an SMS. The overwhelming number of tests were now being handled by improvised AI and machine learning products. NSW also used other AWS products such as Amazon Lambda, Amazon DynamoDB, Amazon Pinpoint, Amazon Connect, and Amazon Lex. “The service has been one of the highlights of our COVID-19 response at NSW Health Pathology,” says James Patterson, chief information officer at NSW Health Pathology.
PHILIPS and Radiology
AWS did not stay back even when it came to Radiology. From diagnosis to AI controls, from deciding on implementing it in the best manner, PHILIPS innovated its data handling with the help of Amazon Web Services.
The company was facing data challenges concerning quantity, diversity, multiple sources, and data siloes. Philips uses AWS Healthsuite which is a cloud-based data platform and helps with the smart diagnostic system, operational analytics, and cloud PACS for integrated diagnostics.PHILIPS aims to improve 2.5 billion lives by 2030 and for this very purpose they rely on AWS. They believe AWS is the holy grail of speed, cost, and accuracy.
Australian Unity and “Internet of Knees”
Australian Unitysubsidiary Remedy Healthcare provides therapeutic and physical therapies for patients who have just undergone knee surgery. Around 50% of patients who have recently experienced knee surgery are more likely to skip the recommended rehabilitation and physical exercises which eventually affects their mobility. The weekly visits from healthcare providers can only help when present in person but there was no way to keep a track on daily basis. So, Remedy Healthcare decided to use Amazon Web Services to provide the opportunity for remote prescriptions and to keep track of the patients’ performance.
Remedy Healthcare built IoK i.e., Internet of Knees which collects movements and flexion data through the sensors attached to the thighs and of the patient. To use IoK, the program uses AWS IoT Core and Amazon Kinesis Data Firehose to collect data and then process it on the cloud respectively. Here is the workflow of IoK;
Source: Amazon Web Service
The processed data then provides a real-time chart of the patient’s activity and the therapist can remotely monitor it. By using AWS Sagemaker, they have now their remote, integrated software application that helps data scientists to build and prepare an optimized program for each patient.
The world is expanding, in terms of technology, at a very fast rate. To outstand the competition as well as to bring innovation to the medical field, companies have started to ditch clichés and are looking forward to revolutionizing every single step. Genome sequencing once took decades to create a genome while the scientists of the 21st century are doing it within 24 hours. Illumina is one of the examples in the genomics field that has overpowered repetitive mundane tasks. It produces and markets integrated systems to scrutinize biological functions and genetic variation with the help of AWS technology.
Illumina’s motto is to “unlock the power of the genome to improve human health” and for this reason, they have become partners with AWS. The Vice President of Bioinformatics and Instrument Software at Illumina, Rami Mehio says, “We’re delivering a complete workflow—from sample preparation to tertiary analysis—in the secure AWS environment that allows all of the information generated before and after sequencing to be aggregated and analyzed.”
AWS Healthcare in A Nutshell:
This article provided a detailed overview that how AWS is changing the face of healthcare with the help of technology. It not only allows the healthcare providers to choose what is best for them but it also focuses on the need for innovative products in the medical field by filtering out the traditional practices.From all the top-notch companies that are mentioned above, we can fairly conclude that AWS Healthcare is the new face of the digital therapeutic solution to a better healthcare system across the globe and plays a very important role in achieving business, technical as well as medical goals.
Most developed countries have a mature procedure to issue a driving license which involves driving theory, road practice and eventually a driving test. A successful candidate must pass the theory part and the road test to secure a driving license. As a result, most driver understand what the road markings and sings mean and how to respond to them while driving.
Unfortunately, a lot of developing nations don’t have such defined procedures. If there are procedures defined, in most cases corruption takes over and licenses are issued with conducting a driving test.
This article tries to sum up most road markings and traffic signs.
Road Markings And Signs
Road signs are categorized in three different groups:
These signs are usually in a circle and they notice about traffic laws and regulations. Drivers MUST follow these signs. Not able to follow the instructions given by these signs mostly result in a plenty by the law enforcement. Below are some regulatory signs common in almost all the countries.
A warning sign is a type of sign which indicates a potential hazard, obstacle, or condition requiring special attention. Some are traffic signs that indicate hazards on roads that may not be readily apparent to a driver.
An informative sign isAn information sign is a sign that is used to inform people of the purpose of an object, gives them instruction on the use of something, etc. An example is a traffic sign such as a stop sign
Welding is a trade skill that will always be in demand. Welders are in high demand in the manufacturing industry and can earn up to $100,000 per year.
There are many reasons why welders are so valuable, but the most important one is that welding skills are hard to come by. The average person does not know how to weld, and there aren’t many schools that teach it either.
This means that any company or individual looking for a welder will have to look outside of their local area for someone who has the skill set they need.
Welding is a great career for people who are interested in a trade that will always be needed. The welding salary can vary depending on the type of work you are doing, but the average is about $37,000 per year.
There are over 418,659 Welders currently employed in the United States. 7.5% of all Welders are women, while 89.9% are men. The average age of an employed Welder is 40 years old. The most common ethnicity of Welders is White (68.1%), followed by Hispanic or Latino (15.8%) and Black or African American (9.7%). (source: https://www.zippia.com/welder-jobs/demographics/)
Hyperbaric welding is a welding process that uses a hyperbaric chamber for shielding.
The process is done in an atmosphere of 100% pure oxygen. This causes the metal to become very hot and molten and therefore, welds easily.
In order to weld with hyperbaric welding, there needs to be a vacuum pump on the chamber. This pump sucks all the air out of the chamber and replaces it with pure oxygen which is then pumped into the chamber by an air compressor.
The global welding market is expected to reach $60.4 billion by 2024.
Why learn welding?
The welding process is one of the most important steps in the manufacturing process. Welding has been around for centuries and it has always been an integral part of the manufacturing sector.
Welding is a profession that is in high demand. It has grown by 20% in the last five years, and the need for welders has increased as well. Welders are responsible for joining metal pieces together to form a complete product. The work can be dangerous, but it also comes with a high salary and benefits.
A welder’s job requires intense concentration, manual dexterity, and stamina. Welders must be able to think critically and solve problems on the fly while keeping their work area organized. They must also have knowledge of safety precautions before welding any material together.
Welding is a process in which two pieces of metal are joined together by melting them. It is an extremely useful technique that has many applications. There are many advantages to welding, such as the fact that it allows for the joining of metals without any gaps or seams. Welding can also be done underwater, which is a huge advantage.
There are also some disadvantages to welding, such as the fact that it requires expensive equipment and can be dangerous if not done properly.
How to learn welding?
Welding is a trade that is in demand, and the skills are easy to learn.
Welding is a trade that is in demand, and the skills are easy to learn. The first step in learning how to weld starts with understanding what welding actually entails. Welding can be done using two different methods: shielded metal arc welding (SMAW) or gas metal arc welding (GMAW). SMAW involves using an electric current to create heat, which melts the metal pieces together. GMAW uses an electric arc between two pieces of metal, melting them together at high speeds.
The next step in learning how to weld involves understanding the equipment needed for this trade. Welders need a power source, such as an electric generator or battery pack; a wire feeder;
Importance of welding:
Welding is one of the most important tasks in any industry. It is not only a vital trade, it is also an essential profession.
Welders are trained to work with metal and use tools such as a welding torch and welding machine to create welds in different shapes and sizes. They are responsible for joining metal pieces together by melting the edges of two pieces together to create a strong bond.
The best welders in the world have mastered their craft, they have developed the necessary skills that allow them to perform this task with ease. Welding requires a lot of skill as well as patience, so it takes years for them to perfect their technique and skillset.