Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective

Steven Euijong Whang, Yuji Roh, Hwanjun Song +1

Data-centric AI is at the center of a fundamental shift in software engineering where machine learning becomes the new software, powered by big data and computing infrastructure. H…