Techiexpert.com
No Result
View All Result
  • Tech
  • Startup
  • Artificial Intelligence
  • IOT
  • Big Data
  • Cloud
  • Data Analytics
  • Machine Learning
  • Blockchain
No Result
View All Result
  • Tech
  • Startup
  • Artificial Intelligence
  • IOT
  • Big Data
  • Cloud
  • Data Analytics
  • Machine Learning
  • Blockchain
No Result
View All Result
Techiexpert.com
No Result
View All Result

How Does Image Recognition Benefits Businesses?

Srikanth by Srikanth
March 25, 2020
in Tech news
0
Image recognition Benefits
13
SHARES
165
VIEWS
Share on FacebookShare on Twitter

Facebook and several other social media store billions of image data. Daily, users upload up to 350 million new images on the platform. The social network could be heading to petabytes or even exabytes of data which mostly comprise images. But images are not just important for social networks, they are equally relevant in every business. In fact, with appropriate analysis and use of image data, businesses can improve their productivity and growth.

Machine Learning and Images

Image recognition is one of the most applicable areas of machine learning. As the name implies, it involves recognizing objects in an image using some machine learning algorithm. To achieve recognition, the objects have to be localized and possibly identified. Recognition is often achieved by comparing an identified object with objects already existing in the database.

While the field of machine learning is extremely technical, several tools have been made available to improve the accuracy of image recognition. Deep learning even makes the process even more efficient. With frameworks like Tensorflow, Keras, Pytorch, etc, it is possible to build a robust image recognition algorithm with over 99% accuracy.

Application of Image Recognition Benefits

Image recognition has vast applications in several industries from automobile industries to the ecommerce sector.

Image Recognition in Vehicles

Advancement in image recognition will have a remarkable impact on the way we live, drive and move. The future of vehicles would be completely redefined by machine learning, especially image recognition. Self-driving (driverless) cars mostly apply the YOLO algorithm to identify objects and adequately classify them. This allows the vehicle to spot objects and pedestrians and therefore drive safely.

How Does Image Recognition Benefits Businesses? 1

Companies like Google, Tesla and Uber are pioneers in the driverless technology. With computer vision, these technology giants have developed driverless cars that could understand traffic signs and even communicate with each other through sensors.

Process Management in Businesses

Process management is an essential part of any business that ensures the smooth running of the business. One of the most essential aspects of process management is the identification process during business operations. Manual identification is adopted in most traditional businesses; this involves the use of ID cards to allow entry and exit.

However, most companies are gradually adopting image recognition for process management and identification. For instance, rather than using the traditional ID-card system, Baidu adopted face-enabled entrance to recognize staff members and let them in. This reduces fraud and makes the process much more efficient.

E-commerce and Social Media

Image recognition is mostly used by e-commerce companies for search and advertising. Powered by deep learning, image recognition can also be used for customer-centric searches, marketing and analytics, social media commerce, and so forth. By labeling features of images and videos, the algorithm can search and organize content and, sometimes, the system can be trained to understand and identify images and logos. With image recognition, marketers can even fine-tune and adjust their campaign by monitoring the users’ expressions and emotions. This will help them to achieve a better result in the campaign, getting more return on their investments.

Social media has also benefitted enormously from image recognition, Facebook is a notable example of this. For instance, Facebook’s image recognition algorithms can recognize friends and families and even identify their names and other useful attributes. Several other social networking platforms such as LinkedIn and Twitter also make use of object detection and image recognition. Image recognition in social media does not just help users to locate their friends and loved ones but it also searches easy and effective. Aside from social networks, a lot of other image recognition apps exist; notable examples include Google Vision AI, IBM Image Detection tool, Amazon Rekognition, Google Image Recognition, to mention a few.

Industrial Automation

Robotics and AI go hand in hand. With advances in image recognition, robotics and IoT have taken a new turn. Machine vision allows industrial robots to locate objects precisely and even ensure that collision is completely avoided. This ensures efficiency and precision in industries where automation is required. Reinforcement learning has even taken robotics to a whole new level as machines can be programmed to learn about their environments and things on their own. This requires the use of sensors and 3D imaging system to capture objects, image recognition is then applied to identify, localize and recognize objects.

Surveillance and Security

Image recognition also finds application in surveillance and security. Facial recognition is applied by security companies and police departments to identify crime. This usually involves scanning through millions of images and feeding them into deep neural networks. The deep learning system analyses the images and compares them to suspects. Video surveillance may also be used in some cases as it has proven to be very effective in detecting and tracking crime incidence.

Gaming

The gaming industry is one of the biggest industries today, thanks to top gaming applications like Xbox One. Nowadays, machine learning and especially image recognition has made the gaming industry even better. For instance, Xbox One now uses facial recognition and it works well with Microsoft’s 4K webcams. The technology is also applied in other aspects of gaming which when combined with the advanced sensing capabilities of most gaming applications produce a whole new level of experience.

Medical Image Analysis

Image analysis is an important aspect of medical studies. It involves analyzing body parts to detect and identify diseases. In the era of deep learning and machine learning, image recognition has been used to improve image analysis for medical purposes. Several machine learning image processing algorithms can be used for this purpose such as the k-means algorithm, ROI-based segmentation and so on. Furthermore, deep learning algorithms can be employed to achieve very high accuracy, much more than professional medical practitioners can achieve.

In conclusion, image recognition has a lot of applications in industries and businesses from driverless cars and ecommerce to industrial automation and medical image analysis. Technology has played a huge part in the fourth industrial revolution as it is applied in most business organizations to improve searches and precision.

Tags: image recognitionML usecasesRobotics

Related Posts

Veera India’s Mobile Only Internet Browser by Marquee Investors and Entrepreneurs
Tech news

Veera India’s Mobile Only Internet Browser by Marquee Investors and Entrepreneurs

The Top Strategies for Mobile Cross-Browser Testing
Tech news

The Top Strategies for Mobile Cross-Browser Testing

blockchain secure iot
Tech news

How Secure Is HTTPS? A Primer on a Protocol That Protects Much of the Web

Exploring the World of Online Virtual Sports
Tech news

Exploring the World of Online Virtual Sports

Does God Play Dice? – A Quantum Perspective
Tech news

Does God Play Dice? – A Quantum Perspective

Popular this week

  • Renesas Expands IoT Footprint with Sequans Acquisition

    Renesas Expands IoT Footprint with Sequans Acquisition

    2153 shares
    Share 861 Tweet 538
  • Y2Mate.com 2023: How to Download Videos and Audios

    253 shares
    Share 101 Tweet 63
  • Top 10 Omegle Alternatives you might like

    336 shares
    Share 134 Tweet 84
  • What is windows modules installer ? How to Enable/Disable

    126 shares
    Share 50 Tweet 32
  • Top 10 YouTube to MP3 Converter Platforms for Free

    98 shares
    Share 39 Tweet 25
  • Does God Play Dice? – A Quantum Perspective

    44 shares
    Share 17 Tweet 11

Latest Stories on Techiexpert

Amazon Unveils Next-Gen Echo Devices with Enhanced AI-Powered Alexa

Amazon Unveils Next-Gen Echo Devices with Enhanced AI-Powered Alexa
Share4Tweet3Share1Pin1

Tamil Nadu CM MK Stalin Unveils Ambitious Startup and Innovation Policy 2023

Tamil Nadu CM MK Stalin Unveils Ambitious Startup and Innovation Policy 2023
Share5Tweet3Share1Pin1

Bengaluru Fintech Startup Converj Targets B2B Payments with Virtual Credit Cards

Bengaluru Fintech Startup Converj Targets B2B Payments with Virtual Credit Cards

Pay for goods by credit card through a smartphone in a coffee shop.

Share5Tweet3Share1Pin1

EaseMyAI raises Rs. 3 Crore in Seed Round led by IPV

EaseMyAI raises Rs. 3 Crore in Seed Round led by IPV
Share6Tweet4Share1Pin1

How To Cancel All Alarms At Once On Both Android & iPhone

How To Cancel All Alarms At Once On Both Android & iPhone
Share5Tweet3Share1Pin1
  • Privacy Policy
  • About Us
  • Contact us
  • Cookie Policy
  • Write For Us

© 2016-2022 All Rights Reserved

No Result
View All Result
  • Tech
  • Startup
  • Artificial Intelligence
  • IOT
  • Big Data
  • Cloud
  • Data Analytics
  • Machine Learning
  • Blockchain

© 2016-2022 All Rights Reserved

Cookie Law Notice
We use cookies on our website to give you the most relevant experience by remembering your preferences and repeat visits. By clicking “Accept”, you consent to the use of ALL the cookies.
Do not sell my personal information.
Cookie settingsACCEPT
Privacy & Cookies Policy

Privacy Overview

This website uses cookies to improve your experience while you navigate through the website. Out of these cookies, the cookies that are categorized as necessary are stored on your browser as they are essential for the working of basic functionalities of the website. We also use third-party cookies that help us analyze and understand how you use this website. These cookies will be stored in your browser only with your consent. You also have the option to opt-out of these cookies. But opting out of some of these cookies may have an effect on your browsing experience.
SAVE & ACCEPT
This website uses cookies. By continuing to use this website you are giving consent to cookies being used. Visit our Privacy and Cookie Policy.