Data Annotation

Explore the pros and cons of manual versus automated data labeling, and find the best approach for accuracy, scalability, and efficiency.

Understand video annotation and how it empowers AI systems with precise frame-by-frame analysis for better object tracking and scene understanding.

Discover six key reasons why data labeling is indispensable for eCommerce, from personalized recommendations to optimized inventory management.

Audio transcription is the process of converting unstructured audio data, such as recordings of human speech, into structured data. Artificial intelligence (AI) and machine learning (ML) algorithms require structured data to perform various tasks involving human speech, including speech recognition, sentiment analysis, and speaker identification. In short, audio transcription is fundamental for teaching computers to […]

Bounding boxes also known as bounding volume or region are rectangular region labels used for computer vision (CV) tasks. In supervised machine learning (ML), an object detection model uses bounding box labels. This helps it learn about what is in an image. The bounding box marks objects or features that the values. This can be a person, […]