Monday, April 12, 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 Image Annotation Helps in AI Development for Agriculture Sector? | by ANOLYTICS

March 9, 2021
in Neural Networks
How Image Annotation Helps in AI Development for Agriculture Sector? | by ANOLYTICS
585
SHARES
3.3k
VIEWS
Share on FacebookShare on Twitter

Image annotation is becoming important for computer vision based all types of AI models developed through machine learning. In agriculture sector AI has set foot through various advance equipment system and techniques, making this field more productive and efficient.

Yes, robotics, drones and AI-enabled machines are dedicatedly used in agricultural sector for performing various tasks. Actually, all these machines works on computer vision based technology. And these AI-enabled machines are trained through training data sets generated through images annotation.

You might also like

A Primer of 29 Interactions for AI

Univariate Linear Regression: Explained with Examples | by WeiQin Chuah | Apr, 2021

Disentangling AI, Machine Learning, and Deep Learning | by James Montantes | Apr, 2021

Big Data Jobs

Image Annotation for AI and Machine Learning

Image annotation is the data labeling technique used to make the varied objects recognizable for machines. And in machine learning huge amount of such datasets are used through algorithms. Hence, image annotation plays an important role in model development.

And computer vision based all types of AI model can be well-trained if high-quality datasets is used with right algorithm. Though, there are varied types of image annotation techniques and according to the model’s algorithm’s compatibility and other feasibility, images are annotated.

IMAGE ANNOTATION IN AGRICULTURE

When image annotation is done for agriculture sector, there are many things (object of interest) are annotated as per the model requirement. From plants to fruit or land everything is annotated to make them recognizable or even comprehensible for machines so that they can actions accordingly. So, right here below we will discuss why and how image annotation in agriculture or farming.

1. Top 5 Open-Source Machine Learning Recommender System Projects With Resources

2. Deep Learning in Self-Driving Cars

3. Generalization Technique for ML models

4. Why You Should Ditch Your In-House Training Data Tools (And Avoid Building Your Own)

Image Annotation for Robotics to Detect Crops

The crops, plants or floras need to be detectable to robots for picking the fruits and vegetables. For precise detection of such objects, precise annotation is also important, so image annotation using the bounding box technique can annotate the object making AI possible in agriculture.

Image Annotation to Detect the Unwanted Crops

Along with useful plants, unwanted crops also grew while cultivating the fields in the agricultural sector. Weeds, wildflowers and other wild plants are highlighted with image annotation technique to make it identifiable, so that it can be removed by the machine for better growth and yield of the crop.

And when huge amount of annotated images are used to train the model, then robots become capable to detect such unwanted crops that are eating nutrition of the main crops.

Image Annotation to Monitor the Health of Crops

Crops matured, not matured or getting infected due to insects or fungus can be now monitored through AI-enabled devices like drones or robots. But again to make such things identifiable you need to use the image annotation technique. From semantic segmentation to other popular image annotation techniques, there are many procedures that help to monitor the health of the crop.

Read More: How to Improve Computer Vision in AI for Precision Agriculture

Image Annotation for Geo Sensing of Fields

The one of the most important yet crucial use of image annotation is identifying the soil condition and health of the field. Yes, image annotation can be used for geo sensing that helps to find out the condition of agricultural field and make the right decision of cultivation or harvesting. The semantic image segmentation helps to generate set of large data for deep learning in agro field.

Anolytics is the leading image annotation service provider in the industry. It is also offering the high-quality image annotation service for agricultural field. AI companies seeking for high-quality training data for the robots, drone and other autonomous machines can get the annotated images here with scalable solution to produce the large volume of AI training data sets at lowest cost.

Apart from training data for agriculture, it is offering the set of data for other fields like automotive, retail, drones, autonomous vehicles, security cameras and computer vision based other AI models. The training data for AI here is developed in the highly secured environment to ensure the privacy & safety.

Image Annotation for Live Stock Management

Animal husbandry is now easier and productive with AI-enabled machines. Yes, animals can be monitored through drones or AI-enabled machines keeping them in count and inside the campus. Again image annotation is the technique, used to make such animals recognizable in various scenarios. Bounding box and semantic image segmentation helps to make the animals recognizable with accuracy.

Credit: BecomingHuman By: ANOLYTICS

Previous Post

Supernova malware clues link Chinese threat group Spiral to SolarWinds server hacks

Next Post

SCA invests in Australian AI and machine learning company

Related Posts

A Primer of 29 Interactions for AI
Neural Networks

A Primer of 29 Interactions for AI

April 10, 2021
Univariate Linear Regression: Explained with Examples | by WeiQin Chuah | Apr, 2021
Neural Networks

Univariate Linear Regression: Explained with Examples | by WeiQin Chuah | Apr, 2021

April 10, 2021
Disentangling AI, Machine Learning, and Deep Learning | by James Montantes | Apr, 2021
Neural Networks

Disentangling AI, Machine Learning, and Deep Learning | by James Montantes | Apr, 2021

April 9, 2021
Artificial Intelligence Courses, books, and programs for entrepreneurs | by Farhad Rahbarnia | Apr, 2021
Neural Networks

Artificial Intelligence Courses, books, and programs for entrepreneurs | by Farhad Rahbarnia | Apr, 2021

April 9, 2021
Co-founder Guide: Time and Goal Management | by Farhad Rahbarnia | Apr, 2021
Neural Networks

Co-founder Guide: Time and Goal Management | by Farhad Rahbarnia | Apr, 2021

April 9, 2021
Next Post
SCA invests in Australian AI and machine learning company

SCA invests in Australian AI and machine learning company

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

Tredence Launches ML Works, Machine Learning Ops Platform to Accelerate AI Innovation and Value Realization
Machine Learning

Tredence Launches ML Works, Machine Learning Ops Platform to Accelerate AI Innovation and Value Realization

April 12, 2021
An overview of Augmented reality applications and their future impact on AI
Data Science

An overview of Augmented reality applications and their future impact on AI

April 12, 2021
IIT Hyderabad Offers Interdisciplinary PhD in Artificial Intelligence, Machine Learning and Information Theory
Machine Learning

IIT Hyderabad Offers Interdisciplinary PhD in Artificial Intelligence, Machine Learning and Information Theory

April 12, 2021
Ransomware: The internet’s biggest security crisis is getting worse. We need a way out
Internet Security

Ransomware: The internet’s biggest security crisis is getting worse. We need a way out

April 12, 2021
Data Center Infrastructure Market is Projected to Reach USD 100 Billion by 2027
Data Science

Data Center Infrastructure Market is Projected to Reach USD 100 Billion by 2027

April 12, 2021
Hawaiʻi’s Keck Observatory Aids in Discovery of Rare “Quadruply Imaged Quasars”
Machine Learning

Hawaiʻi’s Keck Observatory Aids in Discovery of Rare “Quadruply Imaged Quasars”

April 12, 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?

  • Tredence Launches ML Works, Machine Learning Ops Platform to Accelerate AI Innovation and Value Realization April 12, 2021
  • An overview of Augmented reality applications and their future impact on AI April 12, 2021
  • IIT Hyderabad Offers Interdisciplinary PhD in Artificial Intelligence, Machine Learning and Information Theory April 12, 2021
  • Ransomware: The internet’s biggest security crisis is getting worse. We need a way out April 12, 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