This repository aggregates academic papers on text detection and recognition using deep learning approaches. It covers scene text detection models evaluated on standard benchmarks like ICDAR 2013 and 2015, with metrics such as F1-scores and links to leaderboards. The list organizes papers by publication venue and date, serving as a reference collection for researchers working on OCR with neural networks.