all AI news
LineCap: Line Charts for Data Visualization Captioning Models. (arXiv:2207.07243v1 [cs.CV])
July 18, 2022, 1:10 a.m. | Anita Mahinpei, Zona Kostic, Chris Tanner
cs.LG updates on arXiv.org arxiv.org
Data visualization captions help readers understand the purpose of a
visualization and are crucial for individuals with visual impairments. The
prevalence of poor figure captions and the successful application of deep
learning approaches to image captioning motivate the use of similar techniques
for automated figure captioning. However, research in this field has been
stunted by the lack of suitable datasets. We introduce LineCap, a novel figure
captioning dataset of 3,528 figures, and we provide insights from curating this
dataset and …
arxiv captioning charts cv data data visualization line visualization
More from arxiv.org / cs.LG updates on arXiv.org
Jobs in AI, ML, Big Data
Data Architect
@ University of Texas at Austin | Austin, TX
Data ETL Engineer
@ University of Texas at Austin | Austin, TX
Lead GNSS Data Scientist
@ Lurra Systems | Melbourne
Senior Machine Learning Engineer (MLOps)
@ Promaton | Remote, Europe
Technology Consultant Master Data Management (w/m/d)
@ SAP | Walldorf, DE, 69190
Research Engineer, Computer Vision, Google Research
@ Google | Nairobi, Kenya