A website is a need for today business owners who have not website are losing their valuable leads because at the same time your competitor is fetching all your leads or sales using website. Maybe you are now aware of website benefits that’s why you are here. Here we’ve talked about how you can find best custom web development services.We know picking the best custom web development services is not an easy task but with this post, we help you to decide to choose the best one. Make sure you read the full article and then apply the points while looking for custom web development services. It will really help you to find what you are looking for so best of luck.
1. Experience
You need to look for a company who has a decent year of experience. In this age of competition, many companies open and shut down every day. Now the company which stands for years means they have good knowledge and knows every in and out in the industry. They obviously stay up to date with latest technologies and latest trends. If you choose a company which has years of experience in custom web development services then it is sure that you will get an awesome output.
2. Previous Work
Now if the company has years of experience then it really doesn’t mean that the particular company will give you the best result. Actually, you need to check the company’s previous work and if possible contact the client which they mentioned on their website. Company’s previous work will tell you more about the company without even contacting them. Check their previous websites or work and check the functionality, design etc. If they are creative in their work then no doubt you will also get something out of the box.
3. Dedicated Team
There are many processes involved in custom web development services. It is not a one-man task, it requires a full dedicated team. Generally, web development starts with a plan, after that how it will look, what functionality needs, framework, testing, finding bugs and more. Each single task needs to be handled by professionals so he/she can eliminate all errors or flaws.
4.Content and SEO
If you want to up in the game then you need fresh and unique content anyhow. Content is king and you can’t ignore it. Apart from that second most important thing is SEO. If you neglect the SEO of your website then you will be out of the game and your competitor will overtake you. Well writing fresh content and keep an eagle eye on your website SEO can be a pain for you, so if you have a budget then it is a good idea to outsource the task to the company. You can ask the same company which is providing the custom web development services definitely they have professionals for it if not then you can look for other company but it is better if you pick the same company for all task.
5. Budget
This is obviously the first thing pops up in mind when you start reading about Custom web development services in india. Well, all companies have a different price. Some may provide the same service at a lower price or vice versa. Here you need to be very careful because when you see services with low price obviously you will prefer it first but you will get good service it is not a guarantee. Actually, you need to consider all the factors mentioned here to before taking any decision. At the end, if you decide you pick the custom web development services which charge bit high then feel free to go with it.
6. Maintenance and Support
When your website grows definitely it need be updated time to time because you need to update your website according to your visitors, add new achievements, functions and more. Moreover, you also need some security features in future so you need to be prepared for it. Many custom web development services offer full support which means whenever you face any problem in your website they help you to resolve it free of cost. Now it really doesn’t count any website update but yes you can expect some small favors.
Hope you find this article useful. Here at RichestSoft you will find the best custom web development services and apart from it, we are into mobile app development, SEO, SMO, content writing, SalesFOrce and other IT solutions. Feel free to contact us and get a quote on your website.
Computer vision is a field of artificial intelligence and machine learning that studies the technologies and tools that allow for training computers to perceive and interpret visual information from the real world.
‘Seeing’ the world is the easy part: for that, you just need a camera. However, simply connecting a camera to a computer is not enough. The challenging part is to classify and interpret the objects in images and videos, the relationship between them, and the context of what is going on. What we want computers to do is to be able to explain what is in an image, video footage, or real-time video stream.
That means that the computer must effectively solve these three tasks:
Automatically understand what the objects in the image are and where they are located.
Categorize these objects and understand the relationships between them.
Understand the context of the scene.
In other words, a general goal of this field is to ensure that a machine understands an image just as well or better than a human. As you will see later on, this is quite challenging.
How does computer vision work?
In order to make the machine recognize visual objects, it must be trained on hundreds of thousands of examples. For example, you want someone to be able to distinguish between cars and bicycles. How would you describe this task to a human?
Normally, you would say that a bicycle has two wheels, and a machine has four. Or that a bicycle has pedals, and the machine doesn’t. In machine learning, this is called feature engineering.
However, as you might already notice, this method is far from perfect. Some bicycles have three or four wheels, and some cars have only two. Also, motorcycles and mopeds exist that can be mistaken for bicycles. How will the algorithm classify those?
When you are building more and more complicated systems (for example, facial recognition software) cases of misclassification become more frequent. Simply stating the eye or hair color of every person won’t do: the ML engineer would have to conduct hundreds of measurements like the space between the eyes, space between the eye and the corners of the mouth, etc. to be able to describe a person’s face.
Moreover, the accuracy of such a model would leave much to be desired: change the lighting, face expression, or angle and you have to start the measurements all over again.
Here are several common obstacles to solving computer vision problems.
Different lighting
For computer vision, it is very important to collect knowledge about the real world that represents objects in different kinds of lighting. A filter might make a ball look blue or yellow while in fact it is still white. A red object under a red lamp becomes almost invisible.
Noise
If the image has a lot of noise, it is hard for computer vision to recognize objects. Noise in computer vision is when individual pixels in the image appear brighter or darker than they should be. For example, videocams that detect violations on the road are much less effective when it is raining or snowing outside.
Unfamiliar angles
It’s important to have pictures of the object from several angles. Otherwise, a computer won’t be able to recognize it if the angle changes.
Overlapping
When there is more than one object on the image, they can overlap. This way, some characteristics of the objects might remain hidden, which makes it even more difficult for the machine to recognize them.
Different types of objects
Things that belong to the same category may look totally different. For example, there are many types of lamps, but the algorithm must successfully recognize both a nightstand lamp and a ceiling lamp.
Fake similarity
Items from different categories can sometimes look similar. For example, you have probably met people that remind you of a celebrity on photos taken from a certain angle but in real life not so much. Cases of misrecognition are common in CV. For example, samoyed puppies can be easily mistaken for little polar bears in some pictures.
It’s almost impossible to think about all of these cases and prevent them via feature engineering. That is why today, computer vision is almost exclusively dominated by deep artificial neural networks.
Convolutional neural networks are very efficient at extracting features and allow engineers to save time on manual work. VGG-16 and VGG-19 are among the most prominent CNN architectures. It is true that deep learning demands a lot of examples but it is not a problem: approximately 657 billion photos are uploaded to the internet each year!
Uses of computer vision
Interpreting digital images and videos comes in handy in many fields. Let us look at some of the use cases:
Medical diagnosis. Image classification and pattern detection are widely used to develop software systems that assist doctors with the diagnosis of dangerous diseases such as lung cancer. A group of researchers has trained an AI system to analyze CT scans of oncology patients. The algorithm showed 95% accuracy, while humans – only 65%.
Factory management. It is important to detect defects in the manufacture with maximum accuracy, but this is challenging because it often requires monitoring on a micro-scale. For example, when you need to check the threading of hundreds of thousands of screws. A computer vision system uses real-time data from cameras and applies ML algorithms to analyze the data streams. This way it is easy to find low-quality items.
Retail. Amazon was the first company to open a store that runs without any cashiers or cashier machines. Amazon Go is fitted with hundreds of computer vision cameras. These devices track the items customers put in their shopping carts. Cameras are also able to track if the customer returns the product to the shelf and removes it from the virtual shopping cart. Customers are charged through the Amazon Go app, eliminating any necessity to stay in the line. Cameras also prevent shoplifting and prevent being out of product.
Security systems. Facial recognition is used in enterprises, schools, factories, and, basically, anywhere where security is important. Schools in the United States apply facial recognition technology to identify sex offenders and other criminals and reduce potential threats. Such software can also recognize weapons to prevent acts of violence in schools. Meanwhile, some airlines use face recognition for passenger identification and check-in, saving time and reducing the cost of checking tickets.
Animal conservation. Ecologists benefit from the use of computer vision to get data about the wildlife, including tracking the movements of rare species, their patterns of behavior, etc., without troubling the animals. CV increases the efficiency and accuracy of image review for scientific discoveries.
Self-driving vehicles. By using sensors and cameras, cars have learned to recognize bumpers, trees, poles, and parked vehicles around them. Computer vision enables them to freely move in the environment without human supervision.
Main problems in computer vision
Computer vision aids humans across a variety of different fields. But its possibilities for development are endless. Here are some fields that are yet to be improved and developed.
Scene understanding
CV is good at finding and identifying objects. However, it experiences difficulties with understanding the context of the scene, especially if it’s non-trivial. Look at this image, for example. What do you think they are doing (don’t look at the URL!)?
You will immediately understand that these are children wearing cardboard boxes on their heads. It is not some sort of postmodern art that tries to expose the meaninglessness of school education. These children are watching a solar eclipse. But if you don’t have this context, you might never understand what’s going on. Artificial intelligence still feels like that in a vast majority of cases. To improve the situation, we would need to invent general artificial intelligence (i.e. AI whose problem-solving capabilities possibilities are more or less equal to that of a human and can be applied universally), but we are very far from doing that.
Privacy issues
Computer vision has much to do with privacy since the systems for face recognition are being adopted by governments of different countries to promote national security. AI-powered cameras installed in the Moscow metro help catch criminals. Meanwhile, Chinese authorities profile Uyghur individuals (a Muslim ethnic minority) and single them out for tracking and incarceration. When facial recognition is everywhere, everything you do can be subject to policies and shaming. AI ethicists are still to figure out the consequences of omnipresent CV for public wellbeing.
Summing up
Computer vision is an innovative field that uses the latest machine learning technologies to build software systems that assist humans across different fields. From retail to wildlife conservation, smart algorithms solve the problems of image classification and pattern recognition, sometimes even better than humans.
The choice of the right software development company is tough. Will the vendor you choose just bash out some code and disappear in the steppes of Asia, or will they become your greatest ally in an uncertain market? How to make sure the reality is closer to the latter option than former?
The main goal is to search for a partner, not a vendor. Outsourcing is not about getting the cheapest quote on your order, but about building a useful relationship that will serve you in the future.
How to find the right partner then? Here are 4 tips for making the fateful choice:
Define your needs and goals
Proper initiation can make or break a project.
Once you have a breakthrough idea, it is easy to zero in on a few features, technologies, solutions. If everybody else is doing a simple blockchain in Java, or, god forbid, Python or Ruby, you might think you need one as well.
Furthermore, if you get unlucky with your software development team, they will just nod their heads in unison and agree.
We believe it is important to look at the big picture and question the job-to-be-done of your solution. If you communicate your high-level needs to partners, you enable them to research and find individual solutions in their fields of expertise that fit your needs better than “the next best thing”.
Once you have agreed with your future software team, make sure to work with them to draft comprehensive requirements that will help you both to understand each other better and communicate the work that should be done.
Choose quality over price
The cheapest option in the market usually isn’t the best choice. If you buy cheaply, you pay dearly. In software, these costs usually come as bugs, crashes, and a mismatch between your (and your customer’s) needs and the solution.
Of course, you need to choose the quality level that is suitable for your project, but every software development company you hire should use proper processes, have a dedicated QA team, and, preferably, use DevOps and guarantee maintenance. Modern business environment and users demand that things don’t break, and if they do, they should be fixed instantly.
If your project concerns handling large amounts of money (fintech, cryptocurrencies) or health of others (biotech), it is worthy to look into additional quality assurance for your software – look for software companies that use functional programming (benefits: reliable, more secure and easier maintainable code) and formal verification.
Keep up to date with technology
The winds of the future are uncertain, and the technologies change with every breeze. Still, it is important to sense where the tech is going and choose the correct solutions ahead of the market. Otherwise, you risk being outdated in the fast-moving, cutthroat markets of today.
For example, Rust has been voted as the most loved programming language between developers in 2016 and 2019. If you want to get the best new talent in the market, having your project in Rust is a wonderful way to attract them. (In addition to other benefits.)
If you choose the correct development partner, they should be able to communicate their programming language and solution choices to you, explain the reasons underneath and make sure the choices match your individual needs.
Choose a reliable developer
Choose a partner that can support your long-term growth and help you with infrastructure and maintenance of the code.
Once your project takes hold, it is most likely that it will need to scale. For this reason, you need to select a software development company that can provide for a diverse set of needs, prevent any bottlenecks, and, if necessary, extend their operations to offer personal service just for you.
Furthermore, software projects are always in a state of continuous improvement. Pick the company that won’t disappear after finishing the project because your software will need maintenance, improvements to accustom your shifting needs and those of the market.
The illustrator within me is a tad mixed up. I have managed to split myself into two versions and there’s a constant battle raging between these two for years together. As a young illustrator working in a Digital Design studio, I have had my share of embarrassing pitfalls as well as immensely appreciative experience when it comes to illustrating for clients. Below, I have tried to put together a few really important learnings that have taught me how to navigate smooth.
Designing for the user
The basic unwritten rule in my guidebook is designing for the user first. But this will take a while to kick in. As illustrators, we tend to lose ourselves trying to create stunning visuals which end up being too unrelatable for the end user. It takes self-control and some discipline to work out that fine line between designing for the user and yourself. A good practice here is to start illustrating a basic sketch and fine tune it to add pleasing visual details that satisfy your artsy soul as well as reaches the user.
Avoid complex symbols in illustration
While illustrating for a wide demographic audience such as in India, it is crucial to remember that you avoid using any kind of symbolism that pertains to any culture or language. Also, avoid any colours that may be offensive in your target area. The trick is to do enough ‘Background Research’ on the audience you are illustrating; this will always help you go the extra mile. Not only will it avoid negative connotations, but it would also help you ideate your sketches from the users perspective.
Avoid using too many colors – follow the hierarchy
The best possible hack in the illustration is using a minimal colour palette of maybe just two or three colors; this will ensure that the focus of the illustration isn’t lost. A minimal colour palette helps the user understand the hierarchy in an illustration without being exposed to multiple colors at once. Ensure that your illustration has plenty of breathing space and as few elements as possible. If it looks far too empty, you can help add accents of style by proving light foreground or background elements. But remember less is always more. You can never go wrong with this golden thumb rule.
Using Grid while composing the illustration
The Grid is a good enough rule to follow in all kinds of artistic fields, from illustration to photography. It is a means of control and helps constrain or extend your artwork in all directions. It becomes an impeccable symbol for control and ensures a sense of modernity in your illustrations. It’s a support system that helps abolish the vagueness if any. So however you illustrate, follow the grid and worship it.
Keep it contextual to the target audience
When I was a beginner in illustration, I would be eager to try out new styles and trends in illustration. This became a problem as I made visuals that would be beautiful and trendy but at a total loss when the user tried to connect with. Only when the frustration peaked, I realized I was going about this the wrong way. I learnt that every single time you need to start from the scratch; and once you begin to restrict yourself to suit the target audience, an opposite reaction happens. New ideas surface and help break the pattern, now you can go ahead and add your bells and whistles.
Don’t be afraid to experiment
Stay away from trends and try to nurture the innate style of illustration that you have. To know all the rules and break them once you master them is a special kind of pleasure. Don’t be too hard on yourself and enjoy the sense of gratification in this brilliant profession.
Are you an entrepreneur who is looking forward to making or getting their Android mobile app developed? Let’s dig into some trends & stats. When it comes to developing mobile apps, no doubt the Android operating system gets all the attention, an attention that is well deserved.
Are you an entrepreneur who is looking forward to making or getting their mobile app developed? If yes, then you surely need all the deep insights to know about the latest android app development trends.
Let’s dig in for some stats and read on further to discover the popularity of Android apps and the sector’s trends.
The fact is that today, Android is one of the most vitally used mobile OS that has captured almost 85% of the market share.
The Google Store has 3.04 + million applications, that range from web browsers, daily tools, social media platforms, complex games, enterprise mobile apps etc.
These figures clearly state that the app developers need to be aware of the hottest trends in mobile app development and incorporate them in their Android apps at the earliest, simply to provide users a unique experience.
Top Android Application Development Trends To Watch Out In 2021
The android apps continue to see implacable changes, that are primarily dominated by the user experience and constant innovations brought in by Google. As an entrepreneur, you would need to exemplify these trends for staying ahead of the competition.
1. Android Instant Apps
Although instant Android apps are not very common, slowly and surely, these app display types are picking up the pace. Android Instant app provides software developers with Android Instant Apps SDK and App Links Assistant that permits them to build mobile solutions from scratch or convert the existing apps into Instant Apps.
A working example of the type can be seen through the following – the Instant app allows users to try different games on the applications without installing that app on the device, exciting right? The advantage of these apps is that they are compatible across all gadgets, require less storage space, and have a pleasant user experience and user interface.
Instant apps are the future and one of the biggest trends in mobile app development that helps the user use the app without actually compromising on space on their smartphones. This is the technology that is designed to drastically help and push the adoption of multiple sectors like eCommerce and games further to secure a place in top android app development trends of 2021.
2. Navigation Component
Navigation refers to the multiple interactions that allow the user to move around in the different sections and app’s content pieces. Android jetpacks come with components of handy navigation that helps the developers to implement the navigations. The implications could range from a simple button, click to an intricate pattern such as a navigation drawer.
The navigation component’s further benefit is that the component allows a predictable and consistent user experience, as the developers who implement them, follow the stated navigation principles.
3. Blockchain Technology
The blockchain technology has been making rounds for many years; however, it has finally come into action. The blockchain technology provides the enhanced solutions of the decentralized app development that eliminates any unauthorized access and pushes transparency.
The blockchain technology market is said to grow at 62.73% CAGR by 2026 making $52.5 billion. Decentralized apps (Dapps) are an open source, smart contract based software applications that run transactions on blockchain. These applications run on decentralize blockchain and the data cannot be changed or erased in it. These apps are the future of mobile app development; they enable faster payment, reliable data records, and are tamper proof.
With the help of blockchain technology, an android app development company can maintain robust security protocols. This inclusion is fast becoming a part of the trends in android development especially in the financial segments such as currency exchanges, banks etc.
4. Google Assistant/Chatbot
In the coming years, we will see that many business owners would be keen on integrating their app services with the Google Assistant. The primary advantage of investing in such an integration is that it provides users with faster ways of accessing the app directly. By using the Google app actions, the users get access to an app’s deep-link which allows them to perform specific activities inside the application from the Google Assistant.
Google, in 2020 announced that they will release a new feature for google assistant at CES. The new feature called “Scheduled Actions” will permit users to communicate with smart devices through google assistant like turn on/off a smart device, make a coffee, etc. The feature will be capable of controlling 20 home devices including lights, coffee machines, AC units, and many more.
5. Multiplatform Development Through Flutter
Google has introduced a new technology naming Flutter, which is being touted as the future of android development. Flutter is a cross-platform framework that helps in developing beautiful apps with a single codebase.
Many developers have been selecting this platform to build mobile apps due to its flexible nature. The primary reasons to choose Flutter are that it is effortless to learn, has a native design, etc.
It is one of the preferred frameworks for minimum viable product development. This means that instead of spending extravagance on two different apps, you can quickly build an app on native platforms such as iOS or Android.
With the latest update Google took flutter beyond mobile and to the web. Flutter developers are now able to target macOS, Windows and Linux and other embedded devices. The desktop support provided by flutter also includes plugins that support various platforms.
The new Flutter and Dart update have been released with Substantial Performance Improvements from its contemporary releases. Flutter is prepared for creating apps for iOS, Android, Fuchsia, web & desktop with new platform support. Moreover, they are in talks with Ubuntu for Linux apps, Microsoft’s Android Surface Duo, and Windows 10X which will be made accessible soon.
Some prominent progressions made in Flutter in 2021-21 are:
decreased size and latency
less janky animations, and quicker treatment of UTF-8 strings
mouse cursor support
new widgets such as Interactive viewer making pen
zoom and drag-n-drop
range slider and date picker revamped
integrating flutter to the current application made suitable with Pigeon
improved help for Metal on iOS, and new Material gadgets.
6. Internet of Things
The key mobile app development trends 2021 is the implementation of the IoT (Internet of Things). In Android, these trends end up translating into many of the Android things that allow the developers to build the devices on the top of the known hardware platforms such as Raspberry Pi. The best part is that developers do not require any prior knowledge of embedding the system design to start. Instead, the developers can develop the apps using Android Studio and Android SDK.
The introduction of 5G will open the door for more devices, and data traffic. According to some reports the 5th generation wireless network technology is expected to connect 1.5 billion devices globally in the coming years. It is also stated that the global IoT connections will triple to 25 billion by 2025, while IoT revenue globally will quadruple to $1.1 trillion.
With that said, IoT will focus on developing smart parking lots, street lights, and traffic controls apart from advancing the hospitality and industrial sectors.
7. APM & EMM
APM (Application Performance Management) and EMM (Enterprise Mobile Management) are two primary elements of mobile enterprise development. These technologies are primarily used to reduce mobile apps’ slowness. With the overall rise in mobile application development trends, they have become the quality tester for mobile apps.
With the upcoming trends, APM will reflect the application behaviour, measure statistics for devices and Oss that are used, and screen user performance to figure out which application features are exploited. With the application landscape and business infrastructure moving to cloud, APM will also provide powerful tools to monitor resources utilized by apps, associate the retrieved data with user insights, and adjust performance with business processes.
EMM will incorporate mobile device management, app management, application wrapping and containerization, and a few components of enterprise file synchronization and sharing.
From the work from home context, EMM has grown many folds and is looking into automation of processes, workflow optimization, easier and smoother communication flow, and exchange of data
8. Motion Layout
The layout used by the developers to manage the motion and the widget animations in the apps. This tool is a part of the Constraint Layout library and is compatible with Android 4.0. With these libraries, the team can quickly fill up all the gaps between the complex motion handling and layout transitions, as these tools are known to offer high-end and useful features.
Developers will be seen using Motion Layout to create multiple interfaces that use the animations, helping them understand what is going on with the app.
9. Beacon Technology
Businesses have slowly started to immensely use Beacon technology, as it helps businesses target potential clients uniquely. Beacons are the transmitting gadgets that get connected with mobile devices, in that particular range. The technology allows the companies to send various notifications regarding the special offers, nearby hotels etc.
Beacon technology transformation from a push marketing strategy to an opt-in strategy is useful for many industries. The technology can be applied on-cloud and at-area, which is helping it to gain traction and promote its growth in the coming years.
Beacon-based notifications are helping out businesses to connect with their users in a highly contextual manner. The beacon technology trend in 2021 will see the coming of beacon enabled airports and mobile payment using beacon.
Some companies are predicting the rapid development and use of iBeacon and other similar gadgets for marketing.
10. Android Enterprise
Digital transformation is now the need of the hour in 2021 for enterprises. The Google-led initiative – Android enterprise helps the workers to use the Android apps in their workplace. The Android Enterprise program helps the developers with the APIs and various other tools needed to integrate support for Android into the solutions of enterprise mobility management.
Wrapping Up
Each year comes with newer innovations and ideas, and these trends keep on rolling back and forth. Looking at the above latest trends in android app development, we can undoubtedly claim that the Android Operating System is growing at a rapid speed towards providing the users a seamless experience.
Given the trends for mobile app development, businesses are opting for app development and are looking for an estimate of the cost.
