How Deep Learning has Revolutionized OCR with Cha Zhang - #416
Analysis
This article from Practical AI discusses how deep learning is revolutionizing Optical Character Recognition (OCR). It features an interview with Cha Zhang, a Partner Engineering Manager at Microsoft Cloud & AI, who explores the application of deep learning to OCR. The conversation covers traditional OCR challenges, the use of deep learning algorithms, end-to-end pipeline difficulties, semi-supervised learning possibilities, neural architecture search, and the influence of NLP on OCR. The article highlights the ongoing evolution of OCR and the potential for further advancements through AI.
Key Takeaways
“In our conversation with Cha, we explore some of the traditional challenges of doing OCR in the wild, and what are the ways in which deep learning algorithms are being applied to transform these solutions.”