DECIMER 1.0: deep learning for chemical image recognition using transformers

Abstract The amount of data available on chemical structures and their properties has increased steadily over the past decades. In particular, articles published before the mid-1990 are available only in printed or scanned form. The extraction and storage of data from those articles in a publicly ac...

Full description

Bibliographic Details
Main Authors: Kohulan Rajan, Achim Zielesny, Christoph Steinbeck
Format: Article
Language:English
Published: BMC 2021-08-01
Series:Journal of Cheminformatics
Subjects:
Online Access:https://doi.org/10.1186/s13321-021-00538-8