imagine you’re teaching a toddler to recognize different animals. you’d repeatedly point to pictures and say, “that’s a cat!” or the post use these tools to build accurate machine learning models...
数据标注是机器学习的基础,通过提供清晰示例帮助计算机理解世界。标注过程包括数据收集、标注、质量控制和模型训练。尽管标注重要,但面临可扩展性、一致性和主观性挑战。使用合适工具和最佳实践可提升标注质量,确保模型成功。