Data annotation projects | Learning Spiral AI

Automated Data Annotation: Exploring AI-Powered Labeling Systems

March 23, 2024

Everything related to data comes with varying degrees of complications, especially when the data is being utilized for annotation. The demand for high-quality labeled data is ever-growing. There are two ways to annotate or label data. One is via manual sources, and the other is automation. However, manually annotating...

Transfer Learning and Data Annotation: Leveraging Pre-Annotated Data for ML

February 23, 2024

In the realm of machine learning, data is the supreme being. By annotating aka labeling data for image, text, video, or audio, one provides AI and ML ammunition to get any kind of task done accurately. However, acquiring and meticulously labeling vast amounts of data can be a resource-intensive...

Data Annotation Quality Control: Strategies for Ensuring Accuracy

November 23, 2023

Data Annotation Quality Control: Strategies for Ensuring Accuracy In the realm of artificial intelligence and machine learning, the quality of training data is paramount. The accuracy and reliability of models heavily depend on the quality of annotated data used during the training process. Data annotation, the process of labeling...

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