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Data labeling

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RLHF

Why High-Quality Labeled Data is Crucial for RLHF Fine-Tuning in AI Models

  • February 22, 2025
Reinforcement Learning from Human Feedback (RLHF) is revolutionizing AI by aligning models with human intent, improving safety, accuracy, and ethical decision-making. This technique plays a pivotal role in fine-tuning AI models, enabling them to adapt to complex real-world scenarios while minimizing biases. However, the quality of labeled data used...
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Audio_Data_Annotation

Data Annotation for Audio: Enabling Speech Recognition Models

  • October 17, 2023
One of the biggest technical revolutions that changed the world for the better is speech recognition features. Speech recognition is the ability of a machine to understand human speech. This feature or service not only allowed humans to save time and made things far easier, but it also gave...
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Image_Data_Annotationn

Image Data Annotation: Techniques for Annotating Visual Data

  • October 7, 2023
Data annotation includes labeling data that can be both text and image. More specifically, it is known as image data annotation, including techniques like object classes, bounding boxes, and semantic segmentation. It is a crucial step in developing computer vision models, as the quality of the annotated data directly...
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Top Data annotation companies in India

The Role of Data Labeling and Annotation in Machine Learning

  • July 18, 2023
Machine learning is a type of artificial intelligence that allows software applications to become more accurate. They help the AI in predicting outcomes without being explicitly programmed to do so. AI does this by learning the labels or codes humans, or programs teach them.  Machine learning algorithms are trained...
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More about data labeling services

The Impact of Data Labeling on Model Performance

  • July 14, 2023
Data labeling is the process of assigning labels to data points. This is an essential step in the machine learning process, as it helps the model to learn and make predictions. Hence data labeling services boost AI development in the world. The quality of the data labeling process can...
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