Team Splatoon's third installment explores the intricate process of tuning the Colorific algorithm for the Budget Collector dataset. Through the development of "truth" data, hyperparameter optimization, and the creation of an interactive time series visualization, they have made significant strides towards accurately representing the human
Explore the fascinating world of color extraction and computer vision in our latest article. Discover how k-means clustering, an unsupervised machine learning algorithm, is used to extract dominant colors from paintings. Learn about raster and vector graphics, RGB color spaces, and the comparison between K-means
Team Splatoon introduced the Georgia Tech Spring 2023 Practicum Project where we partner with Budget Collector to determine relationships between colors and their regions, time periods, or other data of interest. We experimented with color quantization methods via k-means and median cut. We found that
Join us in the process of creating an interactive medium for artists, art collectors, and art enthusiasts to visualize the color changes with changes in art movements, globally, using data analytics and software development.
Next Blog Team Members Firstly, a brief introduction to the team working on the project. Luis Murrugarra Informatics engineer from Peru. Currently residing in Chile, working in data analytics for a ride-hailing company Kunal RayCurrently working with Anheuser Busch – InBev as Marketing Analytics Manager. Resides in Bengaluru (Bangalore), India Brandon WolframResiding in Tampa, Florida and currently working on the results
The Artworkers want to understand the way that colors get represented within paintings geographically and chronologically. Over the next few weeks, we will create a time series visualization that correlates region and the painting’s dominant colors.
The three of us in Team Splatoon have partnered with Budget Collector to analyze relationships between dominant and secondary colors in artwork with region of origin, art period, or time. We will accomplish this by deploying various color quantization techniques that extract key color information from each piece
During the George Floyd protests in Tulsa, Ebony Iman Dallas, painted as her form of protest.
Emmanuel Irokanulo’s creative and academic pursuits are motivated by the desire to produce and sustain new works of culture and scholarship.
Phil was a decorated Aviator with a 20-year career flying almost every aircraft in the Army inventory. While stationed in Kansas, he began to take art classes. Thus, starting his career as a fine arts painter. Then, making his way to Santa Fe, where he