How has AI affected your small business? I'm interested to hear of any innovative uses among SMEs as I look into possible use cases for our own client web development.
Developers use AI tools such as Optical character recognition, but rarely create AI systems which have a broader impact on systems.Two issues with widespread use of AI is that AI is computationally very intensive, and the results are sometimes unpredictable.A few years ago I created an Optical Character Recognition system on a website, using Google's Tesseract OCR engine. The system was for an iPad to read a customer’s driver’s license and capture their name and address details.In Australia, driver’s licenses are a very difficult target for OCR, because they are covered with holographic swirls and other visual noise.So I built a second AI on top of the Google Tesseract OCR. The purpose of the second AI was to empirically try out different filter settings to filter out the visual noise.Google Tesseract is built on top of Leptonica, a powerful image processing library. I discovered a series of Leptonica filters which would remove enough of the visual noise for Tesseract to read the text, but the filter settings in which the text became readable was very narrow, and was different for every license photo.So I built a brute force engine to try a wide range of filter settings, and an AI to measure the quality of the text generated by the OCR engine.I made all this work in a few seconds, the brute force OCR was faster than the image upload, but to make it work I had to use one of Amazon’s most powerful EC2 servers, several thousand dollars cost every month.Compare all this expense and effort to people - our human brains have no difficulty filtering out the noise and reading the text, producing a far better result than my chain of AI systems.Our brains are a million times more computationally powerful than that ridiculously expensive Amazon computer. If I had a computer that powerful I could have done more, added extra processing steps, maybe even created an AI which figured out a better way of reading the images.But outside specialised AI laboratories, nobody can afford the kind of computation power required to build AIs which can come close to producing human like responses to general information.This is why AI is relegated to a minor, very limited support role in most projects in which it is used.
Which job title has a higher salary, front-end developer or back-end developer?
I do back-end development, front-end design, and fashion photography.Backend engineers are paid more. It's a cultural bias in software development that the front-end or "gui" is what the "graphic artists" creates, while the back-end is where all the complex computer science theory needs to take place, and should never be questioned.The reality is that design shares techniques with art, but is not art. Good design solves a valuable problem for the customer. Good art is a unique personal expression. You need to be a design professional to judge a design, because otherwise you lack the technical training to correctly judge it. Analytics can help define if a design is well made to a degree. For example, if a visual redesign increases customer signup, then it's well made. The specifics of aesthetics, and colors aren't as important as information hierarchy, visual contrast, and ease of use.With the advent of AngularJS, EmberJS, and Backbone, front-end development is equally complex compared to back-end development. I've used 8 different PHP frameworks since 2001, and recently Flask with Python; against MySQL, PostGRES, and recently MongoDB. The programming complexity of the front-end is more complex, because on the back-end developers can rely on tried and well-worn programming design patterns from the past 15 years. On the front-end, we'll create entirely new interface paradigms that didn't exist 3 years ago, such as side-swiping on websites (borrowed from smartphones and tablets).I personally find front-end development more complex, because of the constantly changing visual design. Back-end development is moving more towards RESTful API and Service Oriented Architecture, which is comparatively easy, and doesn't change as quickly. The back-end often supports a single OS, single DB, and a single language. The front-end has to support 12+ system configs of browsers (IE, Firefox, Chrome) and OS (Windows 7, Windows 8, OSX, Ubuntu, etc.). Ironically, the front-end is what paying customers spend the most time with, but the people creating it are generally not given the same level of respect as the back-end developers.
Who are the best packers and movers in HSR Layout Bangalore?
I am sure if you are looking specifically for packers and movers in HSR Layout, definitely want to have a look on some reliable packing and moving company located near to your locality in HSR Layout. And if you have to shift outside city anywhere in India it’s better to look for “Domestic Packers and Movers Bangalore : and also see Google result for Domestic Movers in Bangalore” or Simply “Movers and Packers in Bangalore”.List of Packers and Movers in HSR LayoutAyaan Cargo Packers and Movers : HSR layout,sector -7, Bangalore - 560068Pride packers and relocations : Near Krishna Sagar Hotel, HBR Layout, Bangalore - 560043VRL Packers & Movers : Hsr Layout, Bangalore - 560102Domestic Cargo Packers and Movers : Rajiv Gandhi Nagar, HSR Layout, Bommanahalli, Bangalore - 560068IDEAL Packers and Movers : Bommanahalli, Bangalore - 560068Sharma Packers and Movers : Near Vijay Icon Apartment, Electronic city Post, Bangalore - 560100TransWorld Packers and Movers : Panduranga Nagar, Bangalore - 560068Santa Fe Worldwide Relocation & Moving : Garvebhavi Palya, Bommanahalli, Bangalore - 560068Leo Logistics & Packers : 7th Sector - HSR Layout, Bangalore - 560068Alpha Packers and Movers : 1st Sector, H.S.R.Layout, Bangalore - 560102How to Choose Best Match MoverYou should also consider packers and movers from nearby areas of HSR Layout.
What are the new Trends in Web development?
Well web development trends change from time to time. Framework is the backbone of any business and selecting the right framework for any project is the most crucial decision. In website application development one needs to consider so many things on the top priority and not only front end but the visual look the site, security, database mapping, database access, web services, API’s, caching, resources and many more. It is obviously a critical task to take care of everything. Wed development framework ease the procedure of the development.Hence, it is very important to select a suitable framework for the development of your website.Here I have made a list of a few frameworks which are expected to be in trend in 2018.1) Angular JS2) Laravel3) Node JS4) Django5) Ruby on Rails6) Yii7) Cake PHPDepending upon your business requirement you can select anyone these frameworks that suits you best. But selecting the right framework is definitely not enough so if you do not belong to a development background then you should hire an experienced and certified web development company.For details you can visit out blog :Best Web Development Frameworks that will rule in 2018
How can I find my lost mobile?
If u lose your mobile in India, you can get it back.Got an interesting fact to share..Nowadays each one of uscarries very costly or latestmobile devices which alwayscreates fear in mind that it may be stolen.Each mobile carries a uniqueIMEI no. i.e. International Mobile Equipment Identity No whichcan be used to track yourmobile anywhere in the world.This is how it works!!1. Dial *#06# from your mobile.2. Your mobile shows a unique15 digit.3. Note down this number anywherebut not in your mobile asthis is the number which willhelp trace your mobile incase of its theft.4. Once stolen you just have toE-mail this 15 digit IMEI No.to cop@vsnl.net with detailMentioned below.Your name:____________________Address:______________________Phone model:_________________Make:_________________________Last used No.:_________________E-mail for communication:_____Missed date:___________________IMEI No :_______________________5. No need to go to thepolice.6. Your Mobile will be tracedwithin next 24 hrs via acomplex system of GPRSand internet, You will findwhere your hand set isbeing operated even incase your No. ischanged.PASS ON THISIMPORTANTMESSAGE TO ALL YOURFRIENDS AND RELATIVES SHALL BE USEFUL FOR EVERYBODY.