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Crowdsourcing

Leveraging Crowdsourcing for Large-Scale Data Annotation in Artificial Intelligence
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July 11, 2023

Leveraging Crowdsourcing for Large-Scale Data Annotation in Artificial Intelligence

Machine learning and deep learning, while revolutionary, necessitate massive amounts ofdata. Companies still need annotators to identify the data before they can utilize it to trainan AI or ML model, despite automated data collecting methods like web scraping.Companies frequently resort to crowdsourced workforces for quick annotation when they’repressed on time to develop an algorithm. But […]

Data Labeling Approaches for Machine Learning
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November 09, 2020

Data Labeling Approaches for Machine Learning

Data Labeling is one of the key factors that determine the quality of a machine learning project. Although data labelling tasks are time-consuming and can get very complex, by selecting the right approach, your machine learning project can steer clear of any quality or accuracy hurdles. In this blog, we have listed out 5 data […]

Data Labeling Approaches
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November 13, 2019

Data Labeling Approaches

Data labeling involves the process of tagging data with specific labels that helps to identify certain properties or classifications or characteristics of objects contained within an image or a video. The process comprises of tasks such as annotation, tagging, transcription or processing of data. Labeled data highlights data features such as properties, classifications or characteristics […]