My multimodal data representation challenges this norm by expanding the toolkit beyond the visual. It incorporates auditory, tactile, and verbal methods, thereby democratizing access to knowledge.” ...

Researchers must take elaborate projects that last months and sometimes years and distill the data they have collected into just a few figures. The first challenge is simply organizing the data.

Large visual collections, such as paintings, photographs, drawings, and other forms of visual media, offer valuable insights ...

To counter these challenges, companies have historically relied on human reviewers or data labeling services to categorize and analyze all of this so-called “unstructured” visual data.

The report on the visual effects (VFX) market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges ... and summation of data from multiple sources ...

This guidance is a result of Getty Images’ ongoing global research initiatives, revealing that visual representation of Asian communities in Asia-Pacific (APAC) advertising remains stereotypical.