Wednesday, April 14, 2021
  • Setup menu at Appearance » Menus and assign menu to Top Bar Navigation
Advertisement
  • AI Development
    • Artificial Intelligence
    • Machine Learning
    • Neural Networks
    • Learn to Code
  • Data
    • Blockchain
    • Big Data
    • Data Science
  • IT Security
    • Internet Privacy
    • Internet Security
  • Marketing
    • Digital Marketing
    • Marketing Technology
  • Technology Companies
  • Crypto News
No Result
View All Result
NikolaNews
  • AI Development
    • Artificial Intelligence
    • Machine Learning
    • Neural Networks
    • Learn to Code
  • Data
    • Blockchain
    • Big Data
    • Data Science
  • IT Security
    • Internet Privacy
    • Internet Security
  • Marketing
    • Digital Marketing
    • Marketing Technology
  • Technology Companies
  • Crypto News
No Result
View All Result
NikolaNews
No Result
View All Result
Home Neural Networks

How Training Data in Machine Learning is Used to Develop an AI Model?

December 14, 2019
in Neural Networks
How Training Data in Machine Learning is Used to Develop an AI Model?
585
SHARES
3.3k
VIEWS
Share on FacebookShare on Twitter

Training data is the real fuel to accelerate the machine learning process. It can only provide the actual inputs to the algorithms to learn the certain patterns and utilize this training to predict with the right results if such data comes again in real-life use.

Actually, training data is generated through labeling process which involves image annotation, text annotation and video annotation using certain techniques to make the objects recognizable to computer vision for machine learning training.

You might also like

Music and Artificial Intelligence | by Ryan M. Raiker, MBA | Apr, 2021

BERT Transformers — How Do They Work? | by James Montantes | Apr, 2021

Learning Not To Fear Machine Learning | by Dimitry Belozersky | Apr, 2021

Labeling such data is called “Data Annotation” done by the well-trained and experienced annotators to annotate the images available in different formats. The best tools and techniques are used to annotate the object of interest in a image while ensuring the accuracy to train the popular AI models like self-driving cars or robotics.

To annotate the data the combination of humans and machines are used at large scale for mass production and achieve the economies of scale. To annotate the data bulk of images are uploaded on the software servers and then given access to the annotators for annotating the each image as per the requirements.

The data annotation service basically divided into three categories text, videos or images. And annotation job is done as per the AI project training data needs and algorithms compatibility to utilize the information from such labeled data.

  • Text Annotation
  • Video Annotation
  • Image Annotation

Image annotation is used to train the computer vision based perception model.

And there are different types of techniques adopted in this image annotation service. Bounding box, semantic segmentation, 3D cuboid, polygons, landmark annotation and polylines annotation are the leading image annotation methods used in such tasks.

Machine learning training is performed through certain amount of data from the relevant field. And to train the AI model through machine learning certain process is followed that involves acquiring training data, using the right algorithm, validation of the model and implementation to check the prediction results in real-life use.

In fact, in machine learning labeled or unlabeled training data is used as per the supervised or unsupervised ML process. In supervised machine learning the objected is categories, classified and segmented to make it recognizable to machines.

While in unsupervised machine learning, the data is not labeled and algorithm have to group the object as per the understandings to group them accordingly with its own segmentation to recognize the same when used in future.

Machine learning training is possible only when you have quality data sets, and acquiring the training data is one the most challenging job in AI world. But if you get in touch with companies like Cogito, you can get high-quality training data for Artificial Intelligence your machine learning project with best level of accuracy for right prediction.

This article was originally featured on Visit Here

Credit: BecomingHuman By: Cogito Tech LLC

Previous Post

Global email benchmark report finds email isn't dead – it's essential

Next Post

Artificial Intelligence And Machine Learning Lead Charts: 2020 Tech Trends

Related Posts

Music and Artificial Intelligence | by Ryan M. Raiker, MBA | Apr, 2021
Neural Networks

Music and Artificial Intelligence | by Ryan M. Raiker, MBA | Apr, 2021

April 13, 2021
BERT Transformers — How Do They Work? | by James Montantes | Apr, 2021
Neural Networks

BERT Transformers — How Do They Work? | by James Montantes | Apr, 2021

April 13, 2021
Learning Not To Fear Machine Learning | by Dimitry Belozersky | Apr, 2021
Neural Networks

Learning Not To Fear Machine Learning | by Dimitry Belozersky | Apr, 2021

April 13, 2021
WOMEN IN A.I. ~ Future is Female
Neural Networks

WOMEN IN A.I. ~ Future is Female

April 12, 2021
A Primer of 29 Interactions for AI
Neural Networks

A Primer of 29 Interactions for AI

April 10, 2021
Next Post
Artificial Intelligence And Machine Learning Lead Charts: 2020 Tech Trends

Artificial Intelligence And Machine Learning Lead Charts: 2020 Tech Trends

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

Recommended

Plasticity in Deep Learning: Dynamic Adaptations for AI Self-Driving Cars

Plasticity in Deep Learning: Dynamic Adaptations for AI Self-Driving Cars

January 6, 2019
Microsoft, Google Use Artificial Intelligence to Fight Hackers

Microsoft, Google Use Artificial Intelligence to Fight Hackers

January 6, 2019

Categories

  • Artificial Intelligence
  • Big Data
  • Blockchain
  • Crypto News
  • Data Science
  • Digital Marketing
  • Internet Privacy
  • Internet Security
  • Learn to Code
  • Machine Learning
  • Marketing Technology
  • Neural Networks
  • Technology Companies

Don't miss it

Samsung’s new Galaxy Quantum 2 uses quantum cryptography to secure apps
Internet Security

Samsung’s new Galaxy Quantum 2 uses quantum cryptography to secure apps

April 14, 2021
Hackers Using Website’s Contact Forms to Deliver IcedID Malware
Internet Privacy

Hackers Using Website’s Contact Forms to Deliver IcedID Malware

April 14, 2021
Apache Software Foundation retires slew of Hadoop-related projects
Big Data

Apache Software Foundation retires slew of Hadoop-related projects

April 14, 2021
Coinbase IPO marks historic first crypto company to enter US stock exchange as Bitcoin rockets
Blockchain

Coinbase IPO marks historic first crypto company to enter US stock exchange as Bitcoin rockets

April 13, 2021
AI.Reverie Appoints Former NVIDIA Deep Learning Guru Aayush Prakash as Head of Machine Learning
Machine Learning

AI.Reverie Appoints Former NVIDIA Deep Learning Guru Aayush Prakash as Head of Machine Learning

April 13, 2021
Music and Artificial Intelligence | by Ryan M. Raiker, MBA | Apr, 2021
Neural Networks

Music and Artificial Intelligence | by Ryan M. Raiker, MBA | Apr, 2021

April 13, 2021
NikolaNews

NikolaNews.com is an online News Portal which aims to share news about blockchain, AI, Big Data, and Data Privacy and more!

What’s New Here?

  • Samsung’s new Galaxy Quantum 2 uses quantum cryptography to secure apps April 14, 2021
  • Hackers Using Website’s Contact Forms to Deliver IcedID Malware April 14, 2021
  • Apache Software Foundation retires slew of Hadoop-related projects April 14, 2021
  • Coinbase IPO marks historic first crypto company to enter US stock exchange as Bitcoin rockets April 13, 2021

Subscribe to get more!

© 2019 NikolaNews.com - Global Tech Updates

No Result
View All Result
  • AI Development
    • Artificial Intelligence
    • Machine Learning
    • Neural Networks
    • Learn to Code
  • Data
    • Blockchain
    • Big Data
    • Data Science
  • IT Security
    • Internet Privacy
    • Internet Security
  • Marketing
    • Digital Marketing
    • Marketing Technology
  • Technology Companies
  • Crypto News

© 2019 NikolaNews.com - Global Tech Updates