Alec  Nikolaus

Alec Nikolaus

1603292400

A New Brain-inspired Intelligent System Drives a Car Using Only 19 Control Neurons!

Deep Neural Networks And Other Approaches

Researchers are always looking for new ways to build intelligent models. We all know that really deep supervised models work great when we have sufficient data to train them, but one of the hardest things to do is to generalize well and do it efficiently. We can always go deeper, but it has a high computation cost. So as you may already be thinking, there must be another way to make machines intelligent, needing less data or at least fewer layers in our networks.

One of the most complicated tasks that machine learning researchers and engineers are currently working on is self-driving cars. This is a task where every option needs to be covered, and completely stable, to be able to deploy it on our roads. This process of training a self-driving car typically requires many training examples from real humans as well as a really deep neural network able to understand these data and reproduce the human behaviors in any situation.

Researchers from IST Austria and MIT have successfully trained a self-driving car using a new artificial intelligence system based on the brains of tiny animals, such as threadworms [1]. They achieved that with only a few neurons able to control the self-driving car, compared to the millions of neurons needed by the popular deep neural networks such as Inceptions, Resnets, or VGG. Their network was able to completely control a car using only 75 000 parameters, composed of 19 control neurons, rather than millions!

#machine-learning #deep-learning #self-driving-cars #autonomous-vehicles

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A New Brain-inspired Intelligent System Drives a Car Using Only 19 Control Neurons!
Alec  Nikolaus

Alec Nikolaus

1603292400

A New Brain-inspired Intelligent System Drives a Car Using Only 19 Control Neurons!

Deep Neural Networks And Other Approaches

Researchers are always looking for new ways to build intelligent models. We all know that really deep supervised models work great when we have sufficient data to train them, but one of the hardest things to do is to generalize well and do it efficiently. We can always go deeper, but it has a high computation cost. So as you may already be thinking, there must be another way to make machines intelligent, needing less data or at least fewer layers in our networks.

One of the most complicated tasks that machine learning researchers and engineers are currently working on is self-driving cars. This is a task where every option needs to be covered, and completely stable, to be able to deploy it on our roads. This process of training a self-driving car typically requires many training examples from real humans as well as a really deep neural network able to understand these data and reproduce the human behaviors in any situation.

Researchers from IST Austria and MIT have successfully trained a self-driving car using a new artificial intelligence system based on the brains of tiny animals, such as threadworms [1]. They achieved that with only a few neurons able to control the self-driving car, compared to the millions of neurons needed by the popular deep neural networks such as Inceptions, Resnets, or VGG. Their network was able to completely control a car using only 75 000 parameters, composed of 19 control neurons, rather than millions!

#machine-learning #deep-learning #self-driving-cars #autonomous-vehicles

A new brain-inspired intelligent system can drive a car using only 19 control neurons!

A new brain-inspired intelligent system can drive a car using only 19 control neurons!

#artificial-intelligence

Tamia  Walter

Tamia Walter

1593883260

How to Build an On-Demand Car Wash App And How Much Does It Cost?

As many industries are going through a lot in the US and across the world. The carwash industry is one of the industries whose demand is never-ending across the country. From a report given by IBISWorld Industry, the annual revenue over a five-year period from 2016-2021 is estimated at about $10.2 billion with $1.9 billion in profit.

The car wash services are very important and necessary for car owners to maintain their car look and feel better. Many people think that lockdown might take this business downside, but the important fact is that every vehicle owner takes this as an opportunity to maintain their cars at a good outlook and appearance. There is an enormous market for the on-demand car washing market which you should make benefit out of it.

The amount of 75% of car owners avails car washing services in the US. As you will know, it is more effortless to bring in customers to your business by making the most out of the digital marketing strategies. The first step in building the digital value for your business is through a sleek website and a seamless mobile application. When it comes to car wash business, the On-demand application is the best choice to attract new costumers and retain old customers.

Many businesses have transformed their services by developing applications on both iOS and Android platforms. With the next-generation technology, make the most out of the present opportunities.

You shouldn’t build an On-demand Car wash Application without reading this article.

**ALSO READ: **How To Build A Custom CRM From Scratch

This comprehensive blog is to help you decide on how to strategically build your On-demand Car wash Application for your business or as a car wash business marketplace.

Read this article to find answers to the questions in your mind about building a car wash mobile application that will help you make the right decisions. Being a technology specialist Agira technologies have always been serving startups and help entrepreneurs break through the struggles in converting the intellectual business idea into reality.

This is the generation, where peoples use the internet to buy products and started to buy from the company mobile app itself. This mobile app technology influenced all the businesses including the car wash industry also.

Must-have Features of On-Demand Car Wash Application

When you are building a mobile application, it is important to understand the requirements of your business and especially the customers. The users of this application should feel comfortable using the application to make use of the car washing services around their neighborhood.

If you are starting a business, and building an application to support your business, it is better to launch the application with a minimum viable product and then add up the additional features according to the requirements of your customers or by studying their behavior on using the application.

  • User Registration
  • Service Request
  • Geolocation
  • Service Packages
  • Service Availability
  • Multiple payment options
  • Push Notifications

Desirable Features

  • Social Sign-in
  • Reviews and Ratings
  • Order history
  • Heat Map view
  • Discounts and offers
  • Loyalty programs

Admin App Features

  • Order Management
  • Profile Management
  • Schedule Management
  • Wallet Management

To build a complete application that can cater to the business needs and the logic would require a strong backend that can work effectively in any situation and a front end development that lets the customers immerse into the application.

Also, as an entrepreneur, you should be able to decide if you want to build native applications on both platforms or opt for cross-platform application development. Each application development involves its own pros and cons. So, it is important to find the right application development approach that is suitable for your business, budget, and time frame.

**ALSO READ: **How to Build a Local Events App Like Eventbrite and YPlan

How Much Does It Cost To Build A Car Wash Application?

After deciding on the features for your minimum viable product, you can come up with the approximate number that cost to build an On-Demand car wash application. As already mentioned, every feature that is added to application results in adding up more time to build. As you will pay the application developers on an hourly basis, the more it takes to develop, it cost you more. This means that more features approach is equal to an increase in development cost, delay in time to market.

To build a top-notch mobile application, you will need to hire a mobile application development company or hire a team of development teams. In order to build an enterprise application, you will need a development team of the following.

  • UI/UX Designers
  • Backend Developer
  • Android Developers and iOS Developers or cross-platform developers
  • QA Specialists
  • Project Manager

If you want to know the exact cost of building an On-demand Car Wash application, plan your idea, list your requirements, and contact us to get a precise cost estimation for your business project.

We, Agira technologies are a technology solution company with business services and domain solutions that support global clients who comprise the current world economy. Some of the exclusive services that we offer are web development, mobile app development, Blockchain, IoT, and DevOps Consulting.

Do you find it interesting? you might also like these articles. Top 10 Best Tech Companies For Employees To Work In The USA In 2020 and Top 10 IT Staffing and Recruiting Agencies in the USA.

If you have a business idea in your mind and search for a reliable web development company, you are in the right place. Hire the best web developers in the industry from Agira technologies.

Looking For A Tech Partner To Domina

#enterprise application #automatic car wash #car wash android app #car wash app india #car wash booking app #diy car wash near me #how to make a car wash app #manual car wash near me #self car wash near me

Ruth  Nabimanya

Ruth Nabimanya

1620633584

System Databases in SQL Server

Introduction

In SSMS, we many of may noticed System Databases under the Database Folder. But how many of us knows its purpose?. In this article lets discuss about the System Databases in SQL Server.

System Database

Fig. 1 System Databases

There are five system databases, these databases are created while installing SQL Server.

  • Master
  • Model
  • MSDB
  • Tempdb
  • Resource
Master
  • This database contains all the System level Information in SQL Server. The Information in form of Meta data.
  • Because of this master database, we are able to access the SQL Server (On premise SQL Server)
Model
  • This database is used as a template for new databases.
  • Whenever a new database is created, initially a copy of model database is what created as new database.
MSDB
  • This database is where a service called SQL Server Agent stores its data.
  • SQL server Agent is in charge of automation, which includes entities such as jobs, schedules, and alerts.
TempDB
  • The Tempdb is where SQL Server stores temporary data such as work tables, sort space, row versioning information and etc.
  • User can create their own version of temporary tables and those are stored in Tempdb.
  • But this database is destroyed and recreated every time when we restart the instance of SQL Server.
Resource
  • The resource database is a hidden, read only database that holds the definitions of all system objects.
  • When we query system object in a database, they appear to reside in the sys schema of the local database, but in actually their definitions reside in the resource db.

#sql server #master system database #model system database #msdb system database #sql server system databases #ssms #system database #system databases in sql server #tempdb system database

Creating Winning Car Dealer Websites

When a developer creates a car dealer website, he needs to keep several things in mind. Instead of following a generic template to build a car dealer website, a developer should take an in-depth overview of the purpose of the website and create it accordingly.

The top kinds of car dealer websites include car dealer inventory website and used car dealer website, and a developer needs to go ahead with car dealer website design accordingly.

Car Dealer Website

So car dealer website development should be conducted according to the template and the range of options available before a developer should not overwhelm a developer. There are nevertheless some best design practices that work for all car dealer websites. They create winning websites and deliver a matchless first impression.

Just as an instance, navigation tools should be made to be eye-catching and the CTAs should be innovatively placed at a familiar location. They may be made static. Using the best practices, a developer should be able to come up with a matchless WordPress car dealer website. While being oriented towards the end-user, the website should simplify the dealership experience as well.

Adding in functionalities within car dealer website

A car dealership website is likely to require a range of add-in functionalities for simplifying its use and delivering value. This may be accomplished through coding or seamlessly integrating third-party software.

Just as an instance, a visitor should be able to search among the options available easily, based upon parameters such as petrol-driven or diesel driven, make, model, MRP, and savings. Cross search should be enabled. Similarly, if a visitor can compare two cars he likes, it boosts the odds of conversion. A clear idea of pricing and financial information will further enhance the odds of making a purchase and makes it easier for a consumer to find the best deal.

Placing the CTAs right also helps with the same. 360-degree images, magnifying glass, personalized suggestions, and product description further delivers value to search. Over 30% of visitors to your website will use the search functionality.

Car dealer responsive website

A dealer should come up with a fully responsive car dealer website because most of the visitors will view and use the website over their mobile devices. Other features that a car dealer website should have include pricing and finance calculators, ease of finding limited-time offers, friction-free forms, and easy to add reviews and testimonials. Professional car dealer website providers will be in the best position to create a winning Auto dealer websites for your enterprise.

#car website #used car website #car dealer website #best car dealer websites #car dealer website template #wordpress car dealer website