From startups to legacy brands, you're making your mark. We're here to help.
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Prepare for future growth with customized loan services, succession planning and capital for business equipment.
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Institutional Investing
Serving the world's largest corporate clients and institutional investors, we support the entire investment cycle with market-leading research, analytics, execution and investor services.
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Providing investment banking solutions, including mergers and acquisitions, capital raising and risk management, for a broad range of corporations, institutions and governments.
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A uniquely elevated private banking experience shaped around you.
Whether you want to invest on your own or work with an advisor to design a personalized investment strategy, we have opportunities for every investor.
Explore a variety of insights.
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Insights by Topic
Explore a variety of insights organized by different topics.
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Insights by Type
Explore a variety of insights organized by different types of content and media.
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We aim to be the most respected financial services firm in the world, serving corporations and individuals in more than 100 countries.
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Dataset of synthetic document images along with labels and bounding boxes of the layout elements. The documents correspond to three different domains namely articles, resumes and forms. We focus mainly on the document structure and produce visually unique samples capturing complex and diverse layouts. The layout categories include generic elements such as titles, sections, headers/footers, tables, figures etc. and domain specific elements such as equations, skills, profiles, questions, answers etc.
References
1. Synthetic Document Generator for Annotation-free Layout Recognition.
N Raman, S Shah, and M Veloso.
Pattern Recognition, 2022.
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