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Annotation With Image Polygon – Services


Annotation With Image Polygon – Services

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What Is Annotation ?

Annotation is the process of labelling data in the form of text, images, audio, video, etc.  It helps the computer to read the images for the sake of computer vision. Computers then use the annotated data to recognize other patterns that are similar to the data that is feeded in the computer.

To let a computer understand its surroundings, one important thing is data or more precisely training data is required. It is the place where annotation tools come in. There are different types of annotation, in this blog, we will be discussing polygon annotation tools. 

What Is Computer Vision ?

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Computer vision in simple terms is a computer based system for visualising its surroundings and   helps computers to derive meaningful information from digital images, videos and other types of  visual inputs. It takes actions according to the retrieved information. If AI helps computers to think on its own, then, computer vision helps computers to visualise, observe and understand its surroundings. This is known as computer vision.

From healthcare to the automotive sector, computer vision is applied to multiple applications. The main purpose of computer vision (CV) is to develop different AI-enabled devices such as robotics, drones, and self-driving cars with the help of machine learning.

How Polygon Annotation Works for Computer Vision ?

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We are talking about annotation and so if we take annotation using bounding boxes then they are real quick and very easy to use but if we try to use them in real world then they would fall short as there are so many irregular shapes around us which cannot be bounded and annotated by by square or rectangle boxes. That is why polygon annotation is more effective as it captures not just boxes but all lines and angles to get a better visual and measure. With the help of polygon annotation, the annotators are free to change their direction according to the requirement to get the true shape of the object.

After the object is mapped by the polygon annotation tool, the annotator does the job of tagging it with a descriptive label. It is an essential process as it tells the machine about the object which is tagged within the polygon. If this process is not done accurately, then it will provide wrong and inaccurate results.

Use Cases In Polygon Annotation :

Polygon annotation support computer vision as :

  1. In Autonomous Driving : It helps in semantic segmentation for the asymmetrical objects like bikes, cars, pedestrians, that require a more precise type of annotation than bounding boxes. It is a very useful technique in the field of autonomous driving as it allows annotators to tell about sidewalks, or maybe about the objects that are obstructed and things like that.
  2. Drones And Satellites : It is very useful in satellites and drones as it is very important for them to detect and recognize shapes from the above in the sky or in space. It involves precision and hence, polygon annotation is needed.
  3. In Agriculture : It is also used in the field of agriculture. It helps to determine and define some important features like crop rows, tracking of insect leg positions, and other details that are important to farmers. In this, having the right tools for annotation is necessary. With polygon annotation, you can zoom the image, pan it and can also add comments.

So, these were the use cases in which image annotation with the help of polygon annotation is used.

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Polygon Annotation Services :

KEYMAKR :

It is a very reputed company which provides various services including polygon annotation services. It provides services related to technological advancements.

If you want to try it then just click on the link given below :

https://keymakr.com/blog/polygon-annotation-for-computer-vision/

ANOLYTICS :

It is also a reputed company providing various solutions to polygon annotation. It provides you with polygon annotation with good quality and accuracy while maintaining security standards.

If you want to try it then just click on the link given below : https://www.anolytics.ai/polygon-annotation-services/

COGITO :

It is a very reputed company which provides various services including polygon annotation services. It provides services related to technological advancements.

If you want to try it then just click on the link given below :

https://www.cogitotech.com/polygon-annotation

Playment :

It is also a reputed company providing various solutions to polygon annotation. It provides you with polygon annotation with good quality and accuracy while maintaining security standards.

It labels objects of different sizes and shapes and provides coarse training for both images as well as videos.

If you want to try it then just click on the link given below : https://www.playment.io/polygon-annotation-tool

Image Annotation :

It is a very reputed company which provides various services including polygon annotation services. It provides services related to technological advancements.

If you want to try it then just click on the link given below :

https://imageannotationos.com/polygon-annotation-services/

Now that you have reached this far, I assume that  you liked the blog and you have got some value from it. To continue embracing yourself with similar knowledge, just click on the link below:

Something About Ourselves :

24×7 offshoring is an IT, data, and business process outsourcing firm situated in Delhi, India. 24x7offshoring is the one-stop solution for multinational organizations all over the world, with experience in over 100 media to large-scale projects across five continents.

Dr. Teja is the company’s co-founder, and also the CEO in charge. He has a lot of expertise in managing, coordinating, and delivering high-profile initiatives. We are confident in world-class project management and delivery across domains because of the network of experts and clients we have developed over the previous three years.

Our motto is “Our network is our net worth.” Our long-term relationships with all of our clients have aided our 300 percent year-over-year growth.


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