What is data labeling and what is the best role of data labeling
Today, artificial intelligence labeling has long been common in our lives. Such as " face recognition " and "voice wake-up audio" all belong to the category of artificial intelligence. When it comes to artificial intelligence, we must talk about data annotation. Data annotation is to output "data" for artificial intelligence research that can be used for research. So, what exactly is data annotation, and what is the role of data annotation? Let's introduce it in detail.
What is Data Labeling?
Data annotation is the process of annotating data in various formats, such as video, images , or text, so that machines can understand the data. For supervised machine learning, data annotation is very important because ML models need to understand input patterns to process them and produce accurate results. Supervised ML model training and learning on correctly labeled data and solving the following problems:
Classification: assigning test data into...