April 11, 2025

New tool AverageExplorer combines images into one

A photo is worth a thousand words, but what if the image also represents thousands of other images? A new tool is intended to do this. Computer scientists at the University of California, Berkeley, have developed a new software that seeks to tame the world's vast array of visual data by generating a single photo that can represent a massive collection of images.
The so-called software named AverageExplorer, by generating an image project, literally means the main features of other photos. This tool allows users to be in Santa's lap, domestic cat, or bride and groom in their wedding. The user can also give extra weight, create sub-categories with specific features, and sort the images quickly.
"The biggest big data in the visual data. The pictures on our website, this huge collection, but most of it is still invisible to humans because it is so huge. People call it the dark matter of the Internet," Electrical Engineering and Computers Associate Professor of Science, Alexei said.
We wanted to find a way to quickly visualize the average image of the data through the system, he added. Facebook's report on its website and YouTube's monthly six billion photos uploads every minute to 72 hours of video uploads. According to assistant professor of computer science, Li Zhengzai, the system can also be used to help improve the ability of computer vision systems to distinguish critical functions in images. This study was published at the International Conference and Exhibition on Computer Graphics Interactive Technology in Vancouver, Canada.

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