Smart Data Collective

MAY 31, 2022

A number of new applications are making machine learning technology more robust than ever. One extremely innovative and far-reaching advancement can be seen in the form of an annotation tool platform (such as that which is offered by Kili Technology). What is the relation of data and image annotation to machine learning?

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Smart Data Collective

JULY 1, 2023

One development that AI has led to is the growth of image annotation. Image annotation is the act of labeling images for AI and machine learning models. It involves human annotators using a tool to label images or tag relevant information. The resulting structured data is then used to train a machine learning algorithm.

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Smart Data Collective

JUNE 22, 2023

Simply put, data labeling involves annotating data to instruct a model on how to do the same. The quality and accuracy of data labeling have significantly improved due to AI and ML algorithms. Tools for labeling data (also known as data annotation ) using AI offer a formal framework for annotation.

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CIO

AUGUST 24, 2023

Building an innovative, intelligent AI-based prospecting engine for our channel program was the perfect use case that enabled us to combine the power of AI technology innovation, build competitive market differentiation for the company, and help improve the experience for our customers and our channel partners.”

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Smart Data Collective

AUGUST 11, 2022

More and more business owners are adopting AI and other machine learning technologies to automate their decision-making processes and also help them uncover new business opportunities. However, Ai uses algorithms that can screen and handle large data sets. Even with these technologies, systemic prejudices are unavoidable.

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CIO

AUGUST 1, 2022

Genomic data alone is predicted to be 2 to 40 exabytes by 2025, eclipsing the amount of data acquired by all other technological platforms,” it says. Federated learning is a method of training AI algorithms with data stored at multiple decentralised sources without moving that data. Annotation was already in our PACS system.

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CIO

MAY 10, 2023

Often, individuals will want to drive toward the end goal first (implementing automation of data practices ) without going through the necessary steps to discover, ingest, transform, sanitize, label, annotate, and join key data sets together.

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