Call us now

Data labeling

Learning Spiral AI > Blogs > Data labeling
Data annotation in India

Navigating Challenges in Large-Scale Data Annotation Projects

  • May 5, 2025
Data annotation, the process of labeling raw data with meaningful information, is a cornerstone of machine learning and artificial intelligence. While it’s essential for training accurate models, large-scale data annotation projects can present significant challenges.  This article explores some of the key obstacles and strategies to overcome them. Data...
Read more
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...
Read more
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...
Read more
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...
Read more