The world is moving fast, and IoT is one such technology that is being implemented in so many industries for better management. One such field that is using IoT now is the construction field. IoT smart water meter is used now in the construction field to ensure that water management and utility is measured correctly. There are so many constructions that have already used these smart meters and the number of uses is increasing gradually lately.
The IoT smart water management has already made its mark in the industry with great insights that are accurate to the point. In this blog post, you are going to learn how the IoT smart water management will help the construction industry and used as a business solution for IoT in water.
The natural resources are depleting with time passing by, and water isn’t an exception. There are so many places that are deprived of water already. And it is mandatory now to save up the water. Usually, the water industry depends upon the statistics provided by the Supervisory Control and Data Acquisition system to know the amount of water that has been consumed and other details. These statistics were not accurate, and one cannot rely on them. This scenario is where the IoT smart water meter management system will come into the picture.
So, how do these IoT for water utilities things work? There are smart sensors that are wired to a software program. These sensors are placed at different places of a property, and they will keep managing any leaks along with monitoring the amount of water wasted. The sensors are pretty accurate and are capable of capturing every drop of water that comes from the tap. This scenario is the way, real-time data about the amount of water that has been wasted in a particular property can be monitored.
With IoT in place, it is easy to manage the flow of water in a particular property. The water department usually supplies water to houses and other features depending upon the water consumption in meter readings. These readings are not accurate, and there are chances of sending more water to a property that needs less and vice versa too.
If more water is sent, it can cause revenue loss, which isn’t right for the budget, and wastage of water harms the environment too. This case is the reason why there is a need for a proper flow meter with smart water metering using an IoT project to make sure that only the required amount of water is sent to the distribution lines from the water department.
If the IoT water meters are implemented in every house. And industry out there, it becomes pretty easy to manage the amount of water that has been consumed on a daily basis. This case includes the quality of water and the leakages. These IoT sensors come in the form of packages covering all the aspects of water management in houses. It also tracks the flow of water in the entire plant and over different kinds of distribution channels too. It reduces wastage and detects any leakage.
As everything is automated with IoT smart water management system, the detected leakage details will be sent to the concerned people immediately. Making the entire water management and monitoring smart will help the environment in various ways, and a lot of water can be saved without any hassle too.
The usage of water in every household and industry varies depending on the seasons. People usually consume more water in summers and less in winters, yet they are charged with a similar amount of money irrespective of the season.
But this situation can be changed with the help of smart water meters. It becomes easy to detect the households that are using more water and the ones that are using less. This way, people will be charged with different amounts depending upon their usage. The same procedure can be used for winter and summer water consumption too. The water board can increase the price depending upon the demand, and this will inevitably impact the usage of water in every household and industry. People will consume water responsibly and save up the right amount of water.
Be it dripping or any other system that one uses for their farm or garden, there are times when an excess amount of water is sprinkled, and there are times when the plants are dehydrated. But the IoT based water meters will help in coping up with such issues. These are smart sensors that are installed in the gardens or fields, and they will help in monitoring the amount of water and moisture that is present in the soil.
Everything is appropriately estimated, and this gives you the real-time data of when to water the garden and plants, when not. This way, you will save both plants and the environment too. You will also know the plants that are consuming more water and the plants that are not.
There are chances for the pipes to get burst or damaged. These kinds of damages waste a lot of water and result in substantial financial losses too. It is not easy to know where the pipes are damaged and how to address them.
This case is the reason why it is essential to have IoT water valves that will help in detecting the issue and also stopping the water flow from that pipe. These valves have sensors that can detect the problem, and with the help of remote operation feature, the water board will have an option to stop the flow immediately.
Various parameters must be checked in water to know its quality. The smart water meter project will help in this water quality testing, ensuring that there are no pollutants present in water. These sensors can identify conductivity, pH level, salinity, TDS, and temperature. They have proximity sensors, and one small change in any of these levels will be detected, and the sensors will intimate officials immediately. The smart water meters will ensure that every house gets quality water.
This case is the reason why they are mandatory in the construction industry. Quality water, along with proper management, will help the environment in various ways.
Technostacks is one of the best companies for IoT app development solutions. We have already delivered IoT water management solutions, and one of them is the IoT enabled smart water meter project. The app is seamlessly connected to the sensors of the water meters, which were further connected to the piping systems, outlets, and inlets – placed around water heaters, dishwashers, refrigerators, sinks, as well as sump pumps.
Technostacks implemented IBM Watson IoT as best placed to provide the app functionalities the client needed. Developers at Technostacks delivered an extensive collection of features to the application users utilizing our expertise in iOS as well as Android technologies.
The key functionalities included adding a building, map/list view, adding meter, analytical reports on water usage as well as monitoring the battery life of the water meter sensor. The significant components used in the project included ESP8266 Wifi microchip, MQTT messaging protocol, and IBM’s cloudant-based database.
No matter whoever is going to get a new water connection to their construction house, it is vital for them to think about proper water management and know that they are getting only high-quality water to their home. This scenario is the main reason why smart meters came into existence in the first place with IoT enabled automatic meter reading solution.
This smart water management through IoT water sensors will be employed in the house during the construction period so that the water that is used during construction is also measured correctly.
These are the next-generation tools that will help in conserving water and in educating people too. This is the reason why most of the people are planning on deploying the smart water meters in their house. This way, they will get to know how much water they are wasting and also see the high-quality water that is being supplied to them. Technostacks is the leading company providing IoT app development solutions – connect with us for the development of any smart water meter app-based solutions.
Written By : Technostacks
There are so many emerging technologies out there, but AR stands apart from all of them. It is driving the eCommerce industry into an entirely new horizon and is striving to provide a better experience to the customers. AR in eCommerce has spiked customer’s interest, and their participation level has also increased. People these days are using AR under various fronts, and eCommerce is indeed making the most out of it. We will see a huge impact of the AR on Ecommerce in upcoming days.
Augmented Reality in online shopping can be very helpful. eCommerce stores have done shopping easy, it lacked the real in-store experience. When a customer steps into a clothing store, they will try all the dresses on themselves and pick one of them. But the situation in eCommerce stores is different. Customers have to choose by just looking at the dresses on models. This scenario, indeed, is a big issue.
Augmented reality impacts almost all industries and eCommerce is one of them. According to the report of statista.com, the AR market value was 3.5 billion USD in 2017 and it will be estimated to increased 198 billion USD in 2025. These statistics shows how AR can be helpful for the eCommerce industry.
There are a lot of benefits of AR in ecommerce. Here you are going to look at some of those benefits.
The customers who get to see the virtual product in the form of the 2D image seems to be more connected to it than usual. For every business, it is vital to take their product into the customers and make them connect with it right! This entire thing is possible for companies with the help of AR. If they get to see the intensive view of eCommerce, they will be motivated to visit the shopping site more than once, and the conversion rate will eventually increase.
Curiosity is one of the most important things that drive the world. AR has become one of the fascinating things for people, and they are pretty excited to know how it works. Although curiosity brings them to your site, your products are the ones that will make them stay. You need to use this opportunity to provide better products and an excellent AR experience.
The AR, combined with 3D visualization, will help users in making accurate decisions. Let us consider that a user is shopping for a mobile online. In the 3D AR view, he or she will get to see how the mobile looks from various angles. They will know what they are paying for here, and the returns rate will be decreased exponentially. From mobiles to apparel, customers can see everything beforehand. This interactive experience will help customers in making the right choice.
As said earlier; the online shopping experience is not great when it comes to apparel. Users won’t be able to wear the dress and know how they look in it, and this is the reason why most of the people avoid shopping online for clothing, gowns, etc. But now, with AR, this situation can be changed. AR offers a pretty high-level customization options to the customers so that they can pick the outfits and check them on. The entire AR version will give them an idea of how they will look it the dress, and this feature makes it easy for them to shop.
The online stores don’t have any salesperson, and users have to pick a product and place an order for it. This entire process is simple, but the lack of shopping support may hinder the online shopping experience for older adults. An AR virtual assistant will make shopping as this whole experience smooth and straightforward. This virtual assistant will give suggestions about the products, helps with checking out and all. People who are not familiar with the online shopping process can use this feature.
The images that you see on eCommerce stores are the designs but not the real product, and this usually bothers the customers. But with the help of AR, the online stores will be able to project the actual image on the screen and show the same to the customer. Watching the real image online will surely spike interest in people.
The AR will help customers in more ways than you imagine. The customers will get a never before never after experience online with AR. Be it supporting staff or 3D imaging, their whole experience will be enhanced, and it will become even more useful. The brick and mortar kind experience is something that customers will always cherish, and with eCommerce giving that, the sales will surely increase.
Putting up content on a website describing a product is well and good, but is it enough? No. Not every customer will have time or interest to read about the entire product online. If you keep a virtual new platform that describes the product and lets customers know about it effectively, you will be a step closer to the customers. A new kind of platform with everything in place is undoubtedly something that every customer would vouch for.
There are so many use cases of AR-based eCommerce. It has evolved into one of the key aspects to drive in traffic to retail stores. The future of augmented reality is going to develop even more with customer expectations.
Tryon feature has become a key player in the retail industry as it is successful in driving traffic and turning that traffic into sales. It helps in driving cross channel traffic and attract the shoppers too. When it comes to the user’s perspective, the VR provides a more productive and better experience for customers. The latest VR tries on solutions are acting as a great marketing option and will attract more buyers too. Jewelry, watches, furniture, shoes, clothes, and various other options are available in the market already.
The body measurement app is intended to provide the customer with a perfectly fitted dress for their body. This AR solution is indeed a better way to measure the fitting of the body. This case is a revolution in the eCommerce world. No matter what kind of wearable’s you shop online, fitting is a problem. Some of them are perfect for your body, while some of them are not. Classifying the right ones from wrong is not an easy task. The body measurement apps will give users an option to try a product that fits them accurately and the ones that they can rely on upon without any worries.
The AR user manual will demonstrate users how to use the appliances with the help of a practical guide. Usually, when someone buys a device online, they will get a manual with all the installation, usage details in it. People have to read those manuals and use the appliances. Now AR manuals are going to replace these usual manuals, and people will get a virtual guide who will explain to them what to do step by step rather than them reading online. This complete step by step guide is an excellent benefit for the users. They just have to scan the barcode present on the appliance, and they will get a virtual assistant who will explain to them all the things. This way, the mishaps in appliances will be reduced.
The future of AR in eCommerce is pretty solid. With the improvements in technology, it will bring in even more changes to the online store, making it even more useful. People are investing in the eCommerce and AR market more because they believe that it will change the entire customer experience. Games like Pokemon Go have already proven how people will embrace this AR feature, and hence the companies are planning to make the most out of it now.
Technostacks is an AR app development company, and it has delivered AR-based eCommerce solutions. One of its projects includes Augmented Reality Solution for a Watch App. The client with an eCommerce platform enabled customers to explore and purchase a premium collection of Rolex watches online. We at Technostacks have updated this watch selling application version 2.0 with new functionalities and features.
The mobile application was categorized into three models, which comprised of a retailer’s App, customer’s App, and administrative panel. The new appealing stuff in this 2.0 version is that it is completely modernized with the augmented reality solutions. The customers can test and look at watches on their hands in real-time without wearing it in reality. The users with AR functionality can wear marker (template watch) on their wrist and scan that marker for checking-out the watches on a real-time basis. Another major update is that the customers can now assess the watches without wearing a marker on their wrists. Also, customers will be able to alter the watch faces as well as the straps. This feature will assist customers to try a variety of watch combinations on their wrist.
The technology stack involved in this project by Technostacks comprised of a native android app – android studio, Java, Native iOS app – Xcode, Objective-C, Swift, AR SDK – Kudan, PHP – Codeigniter, Laravel, and MySQL as database.
Nowadays, many customers prefer brick and mortar stores above eCommerce ones for some or the other reason, but the AR will change this entire paradigm in quick time. With AR features, customers can get many benefits and added advantages, which we discussed above.
AR is a new and exciting way to shop by exploring the online space and enjoying the new challenges. It has transformed the retail stores into an advanced eCommerce shopping space. Technostacks is a leading AR app development company, and it has successfully delivered many AR-based eCommerce solutions in swift time.
Written By : Technostacks
People who want to develop apps without using native toolsets prefer either react native or ionic development. They are now the most common alternatives, and there are a lot of passionate developers on both sides who are developing some of the best apps with ease. Various organizations use both of them, and there are a lot of apps that are designed using either one of them. They may seem like similar options right, but they both have their own set of differences and this article is going to deal with those differences. You are going to see the differences between ionic and react-native to various sectors.
Either you are planning on developing an app or want to learn either one of them or trying to choose a platform for your app and researching along with your developer, this list of differences will help you. First, let us understand what React Native and Ionic are.
Ionic is a hybrid mobile app development framework, whereas the React Native is a cross-platform that will help in building native apps. Hybrid mobile app developments means using one code and develop apps for various operating systems. Native app framework means using different programs for different operating systems.
|Core Feature||Write once and use it everywhere||Learn the programming once and use it anywhere|
|Nature of Apps||Hybrid apps||Cross-platform|
|Code reusability||Can be used numerous times, optimum reusability.||Code needs to be changed with platform|
|Benefit||One program can be used on various platforms, cost effective. Single code can be used for app development for iOS, Windows, Android, Desktop, Web and PWA.||Gives a native like elegant user experience. Best interface in any kind of platform.|
|Performance||Slower than the native apps due to webview.||Closer to the native look and is comparatively faster.|
|Testing of Code||Can be tested on any browser with ease.||The code can be tested only on a real mobile or developers can use emulator for testing.|
|Community and Support||There are a lot of people who are using ionic development platform and the community is pretty strong.||React Native is pretty popular and there is a huge community that provides constant support. Moreover, it is from Facebook so people can rely on it with ease.|
|Supported Platforms||iOS, Android, UWP (Universal windows platform) and PWA||iOS, UWP and Android|
|Learning curve||The learning curve is easy because of the web technologies, TypeScript, and Angular.||Steep learning curve|
|Companies Using||Untappd, Nationwide, JustWatch, Cryptochange, Pacifica, etc.||Instagram, Facebook, UberEats, Airbnb|
Below you can see the Google trends comparison of Ionic vs. React Native. Ionic framework is older than react native and it has more users.
Everyone can’t spend a huge amount on the app development, and the ionic framework will help them in developing apps within a specific budget. The structure has attained popularity to build modern and feature-rich elegant apps.
Facebook takes the utmost care of React JS and uses it in various programs too. The company offered separate community support to provide practical solutions during the app development within no time. This dedicated community makes React Native an advanced tool.
The ionic platform is used to build hybrid apps, and it ultimately uses the SDK for this purpose. React Native is entirely different here. The main goal or objective of this platform is to “learn once; write anywhere.” It means that if one learns how to write the program once, they can use it on various operating systems with some modifications. React Native focuses on delivering a native experience for app users and tries to provide them with a seamless native experience. React native focuses on delivering practical user experience by using the native UI components.
Now when it comes to ionic, it is a platform that uses the power of superior web technologies to build multi-platform and multi-functional with very less code base. If you are already used to working with AngularJS, then you should work with ionic. It has a lot of built-in elements or components that will make your entire developing experience simple and easy. Ionic has grown into one of the most reliable options, and people prefer it a lot lately.
React Native delivers a native experience for both developers and users. This scenario is the reason why people who are more obsessed with native user experience prefer to React Native over ionic. React always aims to provide useful native experience. To achieve that, the programmers have to make some necessary changes depending upon the type of operating system they are using. React has always been a stable platform that is perfect for large scale applications. The main intention of React Native is to provide responsiveness and excellent performance, which usually costs a fortune for the users. But because of the React Native platform, this native experience is available for users at affordable pricing now.
On the other hand, Ionic platform mainly focuses on native browser apps using HTML, Angular JS, and CSS components. It proves a hybrid approach for app development and is perfect for the rapid prototyping of an app. The ionic app is modern, and it mainly focuses on the goal “write once and use anywhere” software paradigm. There are times when there will be massive delays and performance issues because of a lot of native callbacks due to the native code involved. On top of that, you should also have to download various plugins to assess the native features.
The documentation of Ionic is more precise. This platform makes it easy for the developers to access its functions with ease. There is a predesigned set of styles that are already available, and they act as a great advantage for the Ionic platform.
When it comes to React Native, the documentation is a little bit complicated. However, it has a cool feature, which is also known as “hot reloaded feature.” This feature will allow updating and debugging of the running application without rebuilding it from scratch again.
Both platforms are known for their simplicity. They are known as highly functional because it is pretty easy to recycle the codes. A code can be rewritten time, and again, it can also be modified depending upon the platform too. The ionic code follows a principle of write once and uses anywhere, whereas the react-native code is adjusted depending upon the platform.
React Native has a lot of plugins under its wings. The community of it is widespread, and there are a lot of developers who are available in the support team. Facebook has made sure that all the doubts that programmers have regarding React Native are cleared as soon as possible and hence provided colossal support. This platform also uses Cordova or PhoneGap plugins when required.
Ionic community is also well grown, and there is a huge support team that will help the developers time and again. There is a good number of plugins available for React Native too. PhoneGap/Cordova plugins are always available.
It isn’t easy because both of the platforms have their pros and cons, along with functionalities. However, the user requirement is going to play an important part here. There are a lot of diverse factors that can influence one’s choice while picking ionic or react native. Here are some of such factors-
Both of these frameworks offer serves for a different kind of purpose. Hence, it entirely depends on the customers’ requirements. If you are on a low budget and want an app that can be used without any hassle, then you can go with ionic. It won’t give a completely native app feeling, but it is good enough to manage your requirements.
If you have a budget and want an app that offers native feeling, then you can go with React Native. It will cost more, but the user interface and native belief that it provides are a lot better. Be it ionic or react native, you must hire a capable developer who can help you in getting things done. No matter how complex the project is, the right kind of developer will aid you a lot.
Written By : Technostacks
Every business needs to have a strong online presence for growth and for that they must be aware of the top web development trends. The websites have been making a high impact on the market. The businesses are using these websites to make a strong online presence, and this has created enough impact already.
These statistics not only represent the pool of resources, but it also depicts the intense competition present between the websites. One of the best ways to stay ahead of this competition is by staying up-to-date with the latest web trends. It is important to gain the foresight of what will be trending in the future and implement those trends into web development.
Technology is changing rapidly, and you will find one or the other advancement daily. These updates are creating a more significant impact on the way the websites are developed. The developers out there should always look out for the recent trends and update themselves with the knowledge.
In this article, we will discuss the latest web development technologies in 2020.
Here are some of the top website development trends.
The recent study that was conducted has shown that people spend 85% of their time on apps of the mobile. The progressive web apps are the web pages that appear like mobile applications for the users. If they are preloaded on the device then the user can access it even without an internet connection. The users will get a feel of using an application rather than the website. The aim of these Progressive web apps (PWA) is to provide native like experience for the users on all platforms.
A Google report has stated that 53% of the mobile site visits are usually abandoned if the web page takes more than three seconds to load. The progressive web apps will solve this problem perfectly. It combines the best of the web and native applications providing a good feel to the users. The users will get a feel of using an app without even installing it.
The PWA gives full screen appearance to the users and the URL of the site will not be visible. The brand identity will be visible in a stronger way. In order to mimic the native apps, the PWA is also providing a push notification feature to the users. The publisher will have full rights about these push notifications, and he can send the notifications when necessary directly to the user mobiles.
This way the users will also be able to connect to your website whenever needed. The users will re-engage with your website. This is usually not possible with the normal websites. Users will be able to share this web content for any apps that are present on the mobile. The sharing isn’t only confined to apps like Twitter or Facebook.
The users will be able to do all these things without any data connection via PWA. This is one of the most intriguing reasons to rely on PWA. All the content that you post on PWA will be available for the users even when the internet connection is poor.
The popularity of chatbots has increased a lot these days. These programs are made to interact with people. Some of these chatbots are crafted to reply to the basic questions while some others are capable of answering tough questions with ease. These chatbots are one of the most popular web development trends. Integrating these chatbots with the websites will help in generating more traffic and make the site even more appealing. These chatbots are creating a larger impact than usual. The users these days want quick solutions and aren’t interested to waste their time with loading or any other such issues. A small delay in answering the question may lead to the abandonment of your site.
The best thing that you can do in this situation is integrating your website with the chatbot. These chatbots will answer the questions that customers have asked them. This way you won’t be testing their patience. The chatbots will help in reversing the colossal damage.
The pressure on a web developer when it comes to user experience is high. They always concentrate on providing better engagement of user on the site and providing them with a commendable experience.
A chatbot will help the developers a lot. There is no bound for customer’s expectations and although you cannot provide them with everything they expect, these chatbots are something on which you can rely upon. They entertain the visitor and at the same time answer them too. These chatbots are blessing in a disguise for the website developers.
This is a trend which became popular back in 2019 and is successfully running till 2020. It will continue to enhance because these chatbots are making a huge difference in the web development. The latest AI and machine learning will also make a huge difference in the interaction. The future of chatbots and AI is great in terms of business.
Frameworks are something that has caught the attention of so many developers around the world. So, what is this framework? It is nothing but a reusable design platform which will help in providing support for the most popular programming languages.
This framework aids the developers in more than one way, and this is the reason why it is considered as one of the best website development trends in 2020.
There are various types of frameworks available in the market and choosing the best out of them is completely dependent on the person’s choice.
These are the JS frameworks that are available in the market. As per the popularity, React vs Angular is also a most debated topic for the developers but they can choose the framework that suits their requirement.
Using this JS will save you time, efforts and helps you in creating beautiful websites without putting in many efforts.
Image Source:- https://www.ampproject.org/
The number of people who use a smartphone has increased a lot these days. Considering the mobile phone users, Google has started accelerated mobile pages that are capable of loading instantly.
These pages are designed in order to work smoothly on the mobile devices. Google has always stated that they need the web pages that are filled with rich content such as videos, animation and graphics that will work alongside of the smart ads. This content should be loaded as quickly as possible.
People do not have much of a time to wait for a page to load. They just ditch the page that isn’t loading and open another website. In order to prevent such situations, it is important for the developers to get hold on the accelerated mobile pages.
This is an excellent opportunity for the web developers to improve mobile page speeds and get more traffic too.
This is a fast-paced world, and no one really have enough time to go through different pages of a website. The single page application means nothing but a single page website where everything is provided on one page only.
If you are designing a website without any blog, then this single page will surely attract the users. It is simple and there is no need to navigate to other pages. Everything will be present on one page only. The long web page will contain all the required details and there is no need for you to worry about anything in specific.
Low code development provides an easier and faster way to develop and deploy a particular website. This low code development facilitates the rapid development of excellent websites without any need for proficient coding expertise.
If you are just starting out a website, then this is the best way to make your move. You can start with low code development and then gain expertise.
Data breaching has become one of the biggest hurdles before any company. “websites got hacked” is something that people hear all the time. It is important to protect the websites from any kind of attack and this is the reason why cyber security has been one of the latest trends these days.
Developers are trying to make their website free from any kind of cyber attacks. They are implementing various techniques to keep the web development safe from any kind of threats.
You need to focus on this topic if you are planning to develop a web application for your business.
From the year of 2008 to now, the voice search queries have increased by 35 times. As per a hubspot survey, 19% of people use Siri at least once a day and the number of teens use this voice search method is much more. The website should be drafted in a way that it is optimized as per the voice search.
Voice search is one such trend which is breaking into the search engines across the world. Siri, Cortana, Google Assistant, Echo, Alexa are increasing this voice searches. There is a high chance that the people who use voice searches increase soon and the websites that are voice optimized are only displayed when a person searches through his/her voice.
If you really want your website to stand out, then it is important for you to optimize it as per the voice search requirements.
It won’t take much of a time to develop a website but if you want a great website then you have to spend a good amount of time and efforts into it. Spend some extra time to understand the latest trends and learn how to implement it.
You can hire the best software development company and discuss your requirements with them to upgrade your web application as per these criteria.
These future web development trends will help your website to stand out from your competitors. You will be able to satisfy expectations of users by implementing these latest web development trends into your web application.
Written By : Technostacks
As per the United Nations reports, today the world’s 55% of the population live in urban areas and it is expected to increase 68% by 2050. Because of this sudden spurt, more and more countries foresee a challenge with the availability of resources in the future. This scenario will have an impact on the environment and urban cities grappling with the management of amenities and aspects, including traffic control. This use case is where a smart traffic management system is necessary and highly required.
Moreover, the urban trend is shifting toward the development of more smart cities. Let’s see what a smart city is? A smart city is an intelligent space that uses the latest communication technologies and innovative digital trends to manage its public services.
Before we dwell on how IoT and ML are changing the face of the urban scene across the world, let’s talk more about IoT and ML. The network of interconnected sensors and the latest communication devices is what defines IoT (Internet of Things). The ML (Machine Learning) transports information from these devices to the user in a readable and actionable form. Synchronization of these two is instrumental in helping cities become smart cities.
Now let’s discuss smart traffic system using iot and ML. Among the many aspects of smart cities, the most beneficial one is an intelligent traffic management system. IoT can be used in traffic management and it will ensure that travelers reach their destination safely and on time. IoT based traffic management system has many features to boast of:
The first pronounced benefit of integrating IoT and ML with the present system is safety, effectiveness, flexibility, and security. Reckless driving and DUI (driving under the influence) are the two major contributors toward most accidents. IoT powered by ML helps in collecting data around these statistics and others like not wearing seat belts or speeding up and then use it to penalize as well as to train the drivers.
An intelligent traffic management system using IoT and ML also ensures maintenance-related data of the infrastructure like roads, bridges, etc. to prevent the occurrence of accidents.
In several French cities, these technologies are also helping to track the condition of the roads by embedding sensors under the roads that follow the weathering of the streets and alert the authorities if need be. There are several ways that IoT and ML can help build smart cities, traffic management being just one of them! IoT can also help to better traffic management.
Technostacks’ programming, modernized development and analytical specialist teams have developed machine learning models. These technology models can detect diverse vehicle types which include vehicles such as bicycle, van, sedan, buses as well as humans.
These solutions run on both live streaming and recorded videos offering an accurate classification of traffic analytics and reporting of needed data. These systems are continuously trained with millions of pictures and images to arrive at absolute information accuracy for a step forward to data intelligence solutions.
At Technostacks, we have built the machine learning model in python, tensor flow as well as produced datasets to identify vehicle type and category in the day, night, and additionally on the rainy climate days. Our teams have perceived and swiftly identified vehicle categories in the project, also detecting the number of vehicles coming and going in from changed directions using this software solution.
Technostacks has vast experience in developing smart traffic management based apps, and we are a superior choice for smart city projects. Technostacks machine learning solutions and other highly developed technology project groups have built advanced projects. This list of projects includes the development of highly complex and varied system modules that can capture analytics of traffic at different junctions.
If you want to develop this kind of IoT and ML traffic monitoring system then you can contact us. We will give you the correct information for your project.
Written By : Technostacks
Technostacks, reputed IT Company in India, has successfully carved its niche within a few years of its inception….