4 Data Annotation: The Foundation of Deep Learning Models
Goal
This session explores the critical role of training data in deep learning, focusing on data annotation methods, tools, and strategies for acquiring high-quality data. Participants will learn how well-annotated data supports effective deep learning models, understanding the challenges and best practices in data annotation. By the end, participants will be equipped to prepare their datasets for deep learning.
Key Elements
Training data’s role, annotation methods/tools, annotated data’s importance, annotation challenges, annotation best practices, dataset preparation