Callico: a Versatile Open-Source Document Image Annotation Platform

arXiv:2405.01071v1 Announce Type: new
Abstract: This paper presents Callico, a web-based open source platform designed to simplify the annotation process in document recognition projects. The move towards data-centric AI in machine learning and deep learning underscores the importance of high-quality data, and the need for specialised tools that increase the efficiency and effectiveness of generating such data. For document image annotation, Callico offers dual-display annotation for digitised documents, enabling simultaneous visualisation and annotation of scanned images and text. This capability …

abstract annotation arxiv cs.cv cs.dl data data-centric deep learning document efficiency image importance machine machine learning open source paper platform process projects quality quality data recognition tools type web