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What is image labelling?

Mar 23, 2020

Just like data labeling, image labeling is the process of making the images recognizable of various things like people, places, and other things to train the computer vision based model understands a collection of hundreds of labels and utilize such information when exposed to such images.


Basically, it is like annotating the images using various tools and techniques to make the object of interest recognizable to machines through computer vision. In fact image labeling provides you an insight into the content of images and each label found comes with a score that indicates the confidence the ML model has in its relevance.


Image Labelling Deep Learning


Image labeling consists, highlighting the object of interest with specific color or outlining and bordering within the area where it lies, so that computer vision algorithms can recognize such objects and memorize for future reference when used in real-life for predictions.


The main motive of labeling the images is provide a type of training data sets to AI and ML companies to develop a visual perception based model with deep learning that can easily identify the objects in the images and recognize the same with best level of accuracy in various scenarios.


Anolytics provides the data labeling service for machine learning and AI developments. It is expert in image annotation services for different industries and companies including healthcare, automotive, robotics, agriculture and retail with next level of accuracy for precise model training. 




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